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MICCAI-OpenSourcePapers

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MICCAI 2019-2023 Open Source Papers

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# MICCAI 2023 Open-Source Papers

![wordcloud23](https://github.com/JunMa11/MICCAI-OpenSourcePapers/blob/master/WordCloud/WordCloud-MICCAI2023.png)

[MICCAI 2023 PROCEEDINGS](https://conferences.miccai.org/2023/en/PROCEEDINGS.html)

> Please feel free to pull requests for the unlisted open-source papers.

| Title                                                                                                                                                           | FirstAuthor              | Code                                                                                                                                |
|-----------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------|-------------------------------------------------------------------------------------------------------------------------------------|
| 3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images                                                         | Alina F. Dima            | [code](https://github.com/alinafdima/3Dseg-mip-depth)                                                                               |
| 3D Dental Mesh Segmentation Using Semantics-Based Feature Learning with Graph-Transformer                                                                       | Fan Duan                 | [code](https://github.com/df-boy/SGTNet)                                                                                            |
| 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks                                                              | Heng Cai                 | [code](https://github.com/HengCai-NJU/3D2DCT)                                                                                       |
| 3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers                                                                                         | Omkar Thawakar           | [code](https://github.com/OmkarThawakar/STT-UNET)                                                                                   |
| A denoised Mean Teacher for domain adaptive point cloud registration                                                                                            | Alexander Bigalke        | [code](https://github.com/uncbiag/robot)                                                                                            |
| A flexible framework for simulating and evaluating biases in deep learning-based medical image analysis                                                         | Emma A.M. Stanley        | [code](https://github.com/estanley16/SimBA)                                                                                         |
| A Model-Agnostic Framework for Universal Anomaly Detection of Multi-Organ and Multi-Modal Images                                                                | Yinghao Zhang            | [code](https://github.com/lianjizhe/MADDR_code)                                                                                     |
| A Motion Transformer for Single Particle Tracking in Fluorescence Microscopy Images                                                                             | Yudong Zhang             | [code](https://github.com/imzhangyd/MoTT.git)                                                                                       |
| A Multi-Task Method for Immunofixation Electrophoresis Image Classification                                                                                     | Yi Shi                   | [code](https://github.com/shiy19/IFE-classification)                                                                                |
| A Multi-Task Network for Anatomy Identification in Endoscopic Pituitary Surgery                                                                                 | Adrito Das               | [code](https://github.com/dreets/pitnet-anat-public)                                                                                |
| A Patient-Specific Self-supervised Model for Automatic X-ray/CT Registration                                                                                    | Baochang Zhang           | [code](https://github.com/BaochangZhang/PSSS_registration)                                                                          |
| A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications                                                                     | Matteo Pennisi           | [code](https://github.com/perceivelab/PLAN)                                                                                         |
| A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging                                                                        | Zheyao Gao               | [code](https://github.com/key1589745/Multi-view_liver)                                                                              |
| A Sheaf Theoretic Perspective for Robust Prostate Segmentation                                                                                                  | Ainkaran Santhirasekaram | [code](https://github.com/AinkaranSanthi/A-Sheaf-Theoretic-Perspective-for-Robust-Segmentation)                                     |
| A Spatial-Temporal Deformable Attention based Framework for Breast Lesion Detection in Videos                                                                   | Chao Qin                 | [code](https://github.com/AlfredQin/STNet)                                                                                          |
| A Transfer Learning Approach to Localise a Deep Brain Stimulation Target                                                                                        | Ying-Qiu Zheng           | [code](https://git.fmrib.ox.ac.uk/yqzheng1/python-localise)                                                                         |
| A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants                                                | Shaotong Zhu             | [code](https://github.com/ostadabbas/NNS-Detection-and-Segmentation)                                                                |
| A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation                                                                                      | Zirui Wang               | [code](https://github.com/Zirui0623/A2FSeg.git)                                                                                     |
| ACC-UNet: A Completely Convolutional UNet model for the 2020s                                                                                                   | Nabil Ibtehaz            | [code](https://github.com/kiharalab/ACC-UNet)                                                                                       |
| Accurate multi-contrast MRI super-resolution via a dual cross-attention transformer network                                                                     | Shoujin Huang            | [code](https://github.com/mylyu/M4Raw)                                                                                              |
| ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast                                                                | Chenyu You               | [code](https://github.com/charlesyou999648/ACTION)                                                                                  |
| Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases                                                                             | Wentao Zhang             | [code](https://github.com/GiantJun/CL_Pytorch)                                                                                      |
| Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation                                                                         | Muhammad Asad            | [code](https://github.com/masadcv/MONet-MONAILabel)                                                                                 |
| Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation                                                                        | Jingna Qiu               | [code](https://github.com/DeepMicroscopy/AdaptiveRegionSelection)                                                                   |
| Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs                                           | Fangda Li                | [code](https://github.com/lifangda01/AdaptiveSupervisedPatchNCE)                                                                    |
| Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography                                                                         | Xiao Ma                  | [code](https://github.com/maxiao0234/ARTran)                                                                                        |
| Adult-like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue Segmentation                                                                     | Jiameng Liu              | [code](https://github.com/SaberPRC/IsointenseBrainTissueSeg.git)                                                                    |
| AirwayFormer: Structure-Aware Boundary-Adaptive Transformers for Airway Anatomical Labeling                                                                     | Weihao Yu                | [code](https://github.com/yuyouxixi/airway-labeling/tree/main)                                                                      |
| Alias-Free Co-Modulated Network for Cross-Modality Synthesis and Super-Resolution of MR Images                                                                  | Zhiyun Song              | [code](https://github.com/zhiyuns/AFCM)                                                                                             |
| ALL-IN: A Local GLobal Graph-based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk Assessment | Puria Azadi              | [code](https://github.com/pazadimo/ALL-IN)                                                                                          |
| AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor                                                                      | Yu-Jen Chen              | [code](https://github.com/windstormer/AME-CAM)                                                                                      |
| An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment                                          | Parmida Ghahremani       | [code](https://github.com/nadeemlab/DeepLIIF)                                                                                       |
| An Anti-Biased TBSRTC-Category Aware Nuclei Segmentation Framework with A Multi-Label Thyroid Cytology Benchmark                                                | Junchao Zhu              | [code](https://github.com/Junchao-Zhu/TCSegNet)                                                                                     |
| An automated pipeline for quantitative T2* fetal body MRI and segmentation at low field                                                                         | Kelly Payette            | [code](https://github.com/SVRTK/Fetal-T2star-Recon)                                                                                 |
| An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis                                                                      | Luyi Han                 | [code](https://github.com/fiy2W/mri_seq2seq)                                                                                        |
| An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment                                   | Favour Nerrise           | [code](https://github.com/favour-nerrise/xGW-GAT)                                                                                   |
| An Unsupervised Multispectral Image Registration Network for Skin Diseases                                                                                      | Songhui Diao             | [code](https://github.com/SH-Diao123/MSIR)                                                                                          |
| Anatomical Landmark Detection Using a Multiresolution Learning Approach with a Hybrid Transformer-CNN Model                                                     | Thanaporn Viriyasaranon  | [code](https://github.com/seriee/Multiresolution-HTC.git)                                                                           |
| Anatomy-Driven Pathology Detection on Chest X-rays                                                                                                              | Philip M¨¹ller           | [code](https://github.com/philip-mueller/adpd)                                                                                      |
| Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection                                                                                       | Balint Kovacs            | [code](https://github.com/MIC-DKFZ/batchgenerators)                                                                                 |
| Aneurysm Pose Estimation with Deep Learning                                                                                                                     | Youssef Assis            | [code](https://gitlab.inria.fr/yassis/DeepAnePose)                                                                                  |
| AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography                                                                         | Ruisheng Su              | [code](https://github.com/RuishengSu/AngioMoCo)                                                                                     |
| Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models                                                                             | Tomer Amit               | [code](https://github.com/tomeramit/Annotator-Consensus-Prediction)                                                                 |
| Ariadne¡®s Thread: Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images                                                         | Yi Zhong                 | [code](https://github.com/HUANGLIZI/LViT)                                                                                           |
| ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models                                                                          | Yuhao Du                 | [code](https://github.com/DuYooho/ArSDM)                                                                                            |
| Artifact Restoration in Histology Images with Diffusion Probabilistic Models                                                                                    | Zhenqi He                | [code](https://github.com/lu-yizhou/ClusterSeg)                                                                                     |
| ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising                                                                        | Zhihao Chen              | [code](https://github.com/hao1635/ASCON)                                                                                            |
| Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation                                                                                        | Thierry Judge            | [code](https://github.com/ThierryJudge/contouring-uncertainty)                                                                      |
| Attentive Deep Canonical Correlation Analysis for Diagnosing AlzheimerÃ¢Â€Â™s Disease using Multimodal Imaging Genetics                                         | Rong Zhou                | [code](https://github.com/rongzhou7/ADCCA)                                                                                          |
| atTRACTive: Semi-automatic white matter tract segmentation using active learning                                                                                | Robin Peretzke           | [code](https://github.com/MIC-DKFZ/MITK-Diffusion)                                                                                  |
| Automatic Bleeding Risk Rating System of Gastric Varices                                                                                                        | Yicheng Jiang            | [code](https://github.com/LuyueShi/gastric-varices)                                                                                 |
| Automatic Retrieval of Corresponding US Views in Longitudinal Examinations                                                                                      | Hamideh Kerdegari        | [code](https://github.com/hamidehkerdegari/Muscle-view-retrieval)                                                                   |
| Automatic Segmentation of Internal Tooth Structure from CBCT Images using Hierarchical Deep Learning                                                            | SaeHyun Kim              | [code](https://github.com/Saeeeae/Internal-Tooth-Segmentation)                                                                      |
| BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation                                                                                   | Tao Chen                 | [code](https://github.com/takimailto/BerDiff)                                                                                       |
| Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding                                                   | Zijian Dong              | [code](https://github.com/ZijianD/Brain-TokenGT.git)                                                                                |
| Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data                                                                                 | Kai Ye                   | [code](https://github.com/FlynnYe/BMCL)                                                                                             |
| Boosting Breast Ultrasound Video Classification by the Guidance of Keyframe Feature Centers                                                                     | Anlan Sun                | [code](https://github.com/PlayerSAL/KGA-Net)                                                                                        |
| Boundary Difference Over Union Loss For Medical Image Segmentation                                                                                              | Fan Sun                  | [code](https://github.com/sunfan-bvb/BoundaryDoULoss)                                                                               |
| Boundary-weighted logit consistency improves calibration of segmentation networks                                                                               | Neerav Karani            | [code](https://github.com/neerakara/BWCR)                                                                                           |
| Brain Anatomy-Guided MRI Analysis for Assessing Clinical Progression of Cognitive Impairment with Structural MRI                                                | Lintao Zhang             | [code](https://github.com/goodaycoder/BAR)                                                                                          |
| BrainUSL: Unsupervised Graph Structure Learning for Functional Brain Network Analysis                                                                           | Pengshuai Zhang          | [code](https://github.com/IntelliDAL/Graph/tree/main/BrainUSL)                                                                      |
| Bridging ex-vivo training and intra-operative deployment for surgical margin assessment with Evidential Graph Transformer                                       | Amoon Jamzad             | [code](https://github.com/med-i-lab/evidential_graph_transformers/)                                                                 |
| Can point cloud networks learn statistical shape models of anatomies?                                                                                           | Jadie Adams              | [code](https://github.com/jadie1/PointCompletionSSM)                                                                                |
| CARL: Cross-aligned Representation Learning for Multi-view Lung Cancer Histology Classification                                                                 | Yin Luo                  | [code](https://github.com/candyknife/CARL)                                                                                          |
| CAS-Net: Cross-view Aligned Segmentation by Graph Representation of Knees                                                                                       | Zixu Zhuang              | [code](https://github.com/zixuzhuang/OAI_seg)                                                                                       |
| CAT-ViL: Co-Attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery                                                | Long Bai                 | [code](https://github.com/longbai1006/CAT-ViL)                                                                                      |
| CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI?                                                                             | Jiahao Huang             | [code](https://github.com/ayanglab/CDiffMR)                                                                                         |
| CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification                                                               | Zhenrong Shen            | [code](https://github.com/ZhenrongShen/CellGAN)                                                                                     |
| Centroid-aware feature recalibration for cancer grading in pathology images                                                                                     | Jaeung Lee               | [code](https://github.com/QuIIL/KBSMC_colon_cancer_grading_dataset)                                                                 |
| Certification of Deep Learning Models for Medical Image Segmentation                                                                                            | Othmane Laousy           | [code](https://github.com/othmanela/medical_cert_seg)                                                                               |
| Chest X-ray Image Classification: A Causal Perspective                                                                                                          | Weizhi Nie               | [code](https://github.com/zc2024/Causal_CXR)                                                                                        |
| CheXstray: A Real-Time Multi-Modal Monitoring Workflow for Medical Imaging AI                                                                                   | Jameson Merkow           | [code](https://github.com/microsoft/MedImaging-ModelDriftMonitoring)                                                                |
| CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention                                                                 | Hengxu Zhang             | [code](https://github.com/zhanghx-iim-ahu/CircleFormer)                                                                             |
| CL-ADDA: Contrastive Learning with Amplitude-Driven Data Augmentation for fMRI-Based Individualized Predictions                                                 | Jiangcong Liu            | [code](https://github.com/tianbjtu/CL-ADDA.git)                                                                                     |
| Class-Aware Feature Alignment for Domain Adaptative Mitochondria Segmentation                                                                                   | Dan Yin                  | [code](https://github.com/Danyin813/CAFA.)                                                                                          |
| Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging                                                                        | Meirui Jiang             | [code](https://github.com/med-air/Client-DP-FL)                                                                                     |
| CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion Segmentation                                                                       | Yicheng Wu               | [code](https://github.com/ycwu1997/CoactSeg)                                                                                        |
| Co-assistant Networks for Label Correction                                                                                                                      | Xuan Chen                | [code](https://github.com/shannak-chen/CNLC)                                                                                        |
| CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis                                                                                     | Lan Jiang                | [code](https://github.com/SeeMeInCrown/CoLa_Diff_MultiModal_MRI_Synthesis)                                                          |
| Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration                                                                        | Yang Liu                 | [code](https://github.com/brain-intelligence-lab/GIRNet)                                                                            |
| Collaborative modality generation and tissue segmentation for early-developing macaque brain MR images                                                          | Xueyang Wu               | [code](https://github.com/XueyangWWW/CSGF)                                                                                          |
| COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation                                                                          | Han Liu                  | [code](https://github.com/han-liu/COLosSAL)                                                                                         |
| Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation                                                   | Li Pan                   | [code](https://github.com/jhonP-Li/MRC_VFC)                                                                                         |
| Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning                                                                                   | Bingzhi Chen             | [code](https://github.com/Binz-Chen/MICCAI2023_SSCL)                                                                                |
| Community-Aware Transformer for Autism Prediction in fMRI Connectome                                                                                            | Anushree Bannadabhavi    | [code](https://github.com/ubc-tea/Com-BrainTF)                                                                                      |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation                                                                                   | Xinrong Hu               | [code](https://github.com/xhu248/cond_ddpm_wsss)                                                                                    |
| Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction                                                                            | Qiang Ma                 | [code](https://github.com/m-qiang/CoTAN)                                                                                            |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation                                                                   | Qingyue Wei              | [code](https://github.com/yulequan/UA-MT/tree/88ed29ad794f877122e542a7fa9505a76fa83515/data)                                        |
| Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation                                                                 | Zheang Huai              | [code](https://github.com/xmed-lab/CPR)                                                                                             |
| Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction                                                                       | Zeyu Han                 | [code](https://github.com/Show-han/PET-Reconstruction)                                                                              |
| Contrastive Feature Decoupling for Weakly-supervised Disease Detection                                                                                          | Jhih-Ciang Wu            | [code](https://github.com/Jhih-Ciang/PANDA-MIL)                                                                                     |
| Contrastive Masked Image-Text Modeling for Medical Visual Representation Learning                                                                               | Cheng Chen               | [code](https://github.com/cchen-cc/CMITM)                                                                                           |
| ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation                                                                       | Xian Lin                 | [code](https://github.com/xianlin7/ConvFormer)                                                                                      |
| cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations                                               | Silvia D. Almeida        | [code](https://github.com/MIC-DKFZ/cOOpD)                                                                                           |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation                                                                                | Shengbo Gao              | [code](https://github.com/Herschel555/CAML)                                                                                         |
| CorSegRec: A Topology-Preserving Scheme for Extracting Fully-Connected Coronary Arteries from CT Angiography                                                    | Yuehui Qiu               | [code](https://github.com/YH-Qiu/CorSegRec)                                                                                         |
| CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph                                                                 | Richard McKinley         | [code](https://github.com/SCAN-NRAD/CortexMorph)                                                                                    |
| COVID-19 Pneumonia Classification with Transformer from Incomplete Modalities                                                                                   | Eduard Lloret Carbonell  | [code](https://github.com/edurbi/MICCAI2023)                                                                                        |
| Cross-adversarial local distribution regularization for semi-supervised medical image segmentation                                                              | Thanh Nguyen-Duc         | [code](https://github.com/PotatoThanh/Cross-adversarial-local-distribution-regularization)                                          |
| Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos                                                                               | Jay N. Paranjape         | [code](https://github.com/JayParanjape/Barlow-Adaptor)                                                                              |
| Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification                                                                                  | Amandeep Kumar           | [code](https://github.com/VIROBO-15/XM-GAN)                                                                                         |
| CT Kernel Conversion Using Multi-Domain Image-to-Image Translation with Generator-Guided Contrastive Learning                                                   | Changyong Choi           | [code](https://github.com/cychoi97/GGCL)                                                                                            |
| CTFlow: Mitigating Effects of Computed Tomography Acquisition and Reconstruction with Normalizing Flows                                                         | Leihao Wei               | [code](https://github.com/hsu-lab/ctflow)                                                                                           |
| CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training                                                                                            | Kihyun You               | [code](https://github.com/kakaobrain/cxr-clip)                                                                                      |
| CycleSTTN: A Learning-Based Temporal Model for Specular Augmentation in Endoscopy                                                                               | Rema Daher               | [code](https://github.com/RemaDaher/CycleSTTN)                                                                                      |
| DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation                                                                               | Shengcong Chen           | [code](https://github.com/csccsccsccsc/DARC)                                                                                        |
| DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs                                                                                   | Gianpaolo Bontempo       | [code](https://github.com/aimagelab/mil4wsi)                                                                                        |
| Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models                                                                        | Mitchell Pavlak          | [code](https://github.com/mpavlak25/data-audit)                                                                                     |
| DBTrans: A Dual-Branch Vision Transformer for Multi-modal Brain Tumor Segmentation                                                                              | Xinyi Zeng               | [code](https://github.com/Aru321/DBTrans)                                                                                           |
| Decoupled Consistency for Semi-supervised Medical Image Segmentation                                                                                            | Faquan Chen              | [code](https://github.com/wxfaaaaa/DCNet)                                                                                           |
| DeDA: Deep Directed Accumulator                                                                                                                                 | Hang Zhang               | [code](https://github.com/tinymilky/DeDA)                                                                                           |
| Deep Homography Prediction for Endoscopic Camera Motion Imitation Learning                                                                                      | Martin Huber             | [code](https://github.com/RViMLab/homography_imitation_learning)                                                                    |
| Deep Learning for Tumor-associated Stroma Identification in Prostate Histopathology Slides                                                                      | Zichen Wang              | [code](https://github.com/zcwang0702/DeepFieldEffect_StromaNet)                                                                     |
| Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy                                                        | Kai Packh?user           | [code](https://github.com/kaipackhaeuser/PriCheXy-Net)                                                                              |
| Deep Mutual Distillation for Semi-Supervised Medical Image Segmentation                                                                                         | Yushan Xie               | [code](https://github.com/SilenceMonk/Dual-Mutual-Distillation)                                                                     |
| Deep unsupervised clustering for conditional identification of subgroups within a digital pathology image set                                                   | Mariia Sidulova          | [code](https://github.com/DIDSR/DomId)                                                                                              |
| DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics                                                       | Md Asadullah Turja       | [code](https://github.com/mturja-vf-ic-bd/DeepGraphDMD)                                                                             |
| DeepSOZ: A Robust Deep Model for Joint Temporal and Spatial Seizure Onset Localization from Multichannel EEG Data                                               | Deeksha M. Shama         | [code](https://github.com/deeksha-ms/DeepSOZ.git)                                                                                   |
| Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning                                                              | Ruining Deng             | [code](https://github.com/hrlblab/MolecularEL)                                                                                      |
| Deployment of Image Analysis Algorithms under Prevalence Shifts                                                                                                 | Patrick Godau            | [code](https://github.com/IMSY-DKFZ/prevalence-shifts)                                                                              |
| Detecting the Sensing Area of A Laparoscopic Probe in Minimally Invasive Cancer Surgery                                                                         | Baoru Huang              | [code](https://github.com/br0202/Sensing_area_detection.git)                                                                        |
| Detection-free Pipeline for Cervical Cancer Screening of Whole Slide Images                                                                                     | Maosong Cao              | [code](https://github.com/thebestannie/Detection-free-MICCAI2023)                                                                   |
| Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images                                                                         | Meiyu Li                 | [code](https://github.com/limy-ulab/US-SEG)                                                                                         |
| Development and Fast Transferring of General Connectivity-based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-learner                         | Yuxiao Liu               | [code](https://github.com/dasklarleo/fMRI_meta/tree/main)                                                                           |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation                                                                   | Shishuai Hu              | [code](https://github.com/ShishuaiHu/CCSDG)                                                                                         |
| DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation                                          | Haonan Wang              | [code](https://github.com/xmed-lab/DHC)                                                                                             |
| Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels                                                                                              | Zifu Wang                | [code](https://github.com/zifuwanggg/JDTLosses)                                                                                     |
| DiffDP: Radiotherapy Dose Prediction via a Diffusion Model                                                                                                      | Zhenghao Feng            | [code](https://github.com/scufzh/DiffDP)                                                                                            |
| Differentiable Beamforming for Ultrasound Autofocusing                                                                                                          | Walter Simson            | [code](https://github.com/waltsims/dbua)                                                                                            |
| DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification                                                                                       | Yijun Yang               | [code](https://github.com/scott-yjyang/DiffMIC)                                                                                     |
| DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets                                 | Hyun-Jic Oh              | [code](https://github.com/hvcl/DiffMix)                                                                                             |
| DiffULD: Diffusive Universal Lesion Detection                                                                                                                   | Peiang Zhao              | [code](https://github.com/momopusheen/DiffULD)                                                                                      |
| Diffusion Kinetic Model for Breast Cancer Segmentation in Incomplete DCE-MRI                                                                                    | Tianxu Lv                | [code](https://github.com/Medical-AI-Lab-of-JNU/DKM)                                                                                |
| Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays                                                                    | Ibrahim Ethem Hamamci    | [code](https://github.com/ibrahimethemhamamci/DENTEX)                                                                               |
| DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration                                                                             | Matteo Ronchetti         | [code](https://github.com/ImFusionGmbH/DISA-universal-multimodal-registration)                                                      |
| DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms using Self-adversarial Learning                                                 | Xin Wang                 | [code](https://github.com/xinwangxinwang/DisAsymNet)                                                                                |
| DisC-Diff: Disentangled Conditional Diffusion Model for Multi-Contrast MRI Super-Resolution                                                                     | Ye Mao                   | [code](https://github.com/Yebulabula/DisC-Diff)                                                                                     |
| Distilling BlackBox to Interpretable models for Efficient Transfer Learning                                                                                     | Shantanu Ghosh           | [code](https://github.com/batmanlab/MICCAI-2023-Route-interpret-repeat-CXRs#downloading-data)                                       |
| Distributionally Robust Image Classifiers for Stroke Diagnosis in Accelerated MRI                                                                               | Boran Hao                | [code](https://github.com/noc-lab/drl_mri)                                                                                          |
| DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction                                                                                   | Xiaoxiao He              | [code](https://github.com/hexiaoxiao-cs/DMCVR)                                                                                      |
| Do we really need that skip-connection? Understanding its interplay with task complexity                                                                        | Amith Kamath             | [code](https://github.com/amithjkamath/to_skip_or_not)                                                                              |
| Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training                                                                   | Negin Ghamsarian         | [code](https://github.com/Negin-Ghamsarian/Transformation-Invariant-Self-Training-MICCAI23)                                         |
| Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI                                                                         | Henry F. J. Tregidgo     | [code](https://github.com/htregidgo/joint_diffusion_structural_seg)                                                                 |
| Dose Guidance for Radiotherapy-oriented Deep Learning Segmentation                                                                                              | Elias R¨¹fenacht         | [code](https://github.com/ruefene/doselo)                                                                                           |
| DRMC: A Generalist Model with Dynamic Routing for Multi-Center PET Image Synthesis                                                                              | Zhiwen Yang              | [code](https://github.com/Yaziwel/Multi-Center-PET-Image-Synthesis)                                                                 |
| Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI                                                                                                    | Jiamiao Zhang            | [code](https://github.com/jmzhang79/Dual-ArbNet)                                                                                    |
| Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos                                                     | Divyanshu Mishra         | [code](https://github.com/FetalUltrasound/DCDM)                                                                                     |
| Dual Domain Motion Artifacts Correction for MR Imaging Under Guidance of K-space Uncertainty                                                                    | Jiazhen Wang             | [code](https://github.com/Jiazhen-Wang/D2MC-Net-main)                                                                               |
| Dynamic Curriculum Learning via In-Domain Uncertainty for Medical Image Classification                                                                          | Chaoyi Li                | [code](https://github.com/Joey2117/DCLU)                                                                                            |
| Dynamic Graph Neural Representation Based Multi-modal Fusion Model for Cognitive Outcome Prediction in Stroke Cases                                             | Shuting Liu              | [code](https://github.com/fightingkitty/MHGSA)                                                                                      |
| Dynamic Structural Brain Network Construction by Hierarchical Prototype Embedding GCN using T1-MRI                                                              | Yilin Leng               | [code](https://github.com/Leng-10/DH-ProGCN)                                                                                        |
| EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms                                                           | Masoud Mokhtari          | [code](https://github.com/MasoudMo/echoglad)                                                                                        |
| ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification                                                                          | Yilan Zhang              | [code](https://github.com/zylbuaa/ECL.git)                                                                                          |
| EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation                                                                                  | Md Abdul Kadir           | [code](https://github.com/Mak-Ta-Reque/EdgeAL)                                                                                      |
| EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness                                             | Haolin Yuan              | [code](https://github.com/Haolin-Yuan/EdgeMixup)                                                                                    |
| Efficient Subclass Segmentation in Medical Images                                                                                                               | Linrui Dai               | [code](https://github.com/OvO1111/EfficientSubclassLearning)                                                                        |
| EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation                                                                                         | Jiacheng Ruan            | [code](https://github.com/JCruan519/EGE-UNet)                                                                                       |
| Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation                                                                               | Maximilian Rohleder      | [code](https://github.com/maxrohleder/FUME)                                                                                         |
| Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning                                                                | Aditya Murali            | [code](https://github.com/CAMMA-public/SurgLatentGraph)                                                                             |
| EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos                                                                      | Ruyi Zha                 | [code](https://github.com/Ruyi-Zha/endosurf.git)                                                                                    |
| EoFormer: Edge-oriented Transformer for Brain Tumor Segmentation                                                                                                | Dong She                 | [code](https://github.com/sd0809/EoFormer)                                                                                          |
| EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition                                                          | Siyuan Yan               | [code](https://github.com/jeremykawahara/derm7pt)                                                                                   |
| Estimated time to surgical procedure completion: An exploration of video analysis methods                                                                       | Barak Ariel              | [code](https://github.com/theator/etc)                                                                                              |
| Evidence Reconciled Neural Network for Out-of-Distribution Detection in Medical Images                                                                          | Wei Fu                   | [code](https://github.com/KellaDoe/ERNN)                                                                                            |
| Evolutionary normalization optimization boosts semantic segmentation network performance                                                                        | Luisa Neubig             | [code](https://github.com/neuluna/ga-unet)                                                                                          |
| Explainable Image Classification with Improved Trustworthiness for Tissue Characterisation                                                                      | Alfie Roddan             | [code](https://github.com/alfieroddan/Explainable-Image-Classification)                                                             |
| Exploring Brain Function-Structure Connectome Skeleton via Self-Supervised Graph-Transformer Approach                                                           | Yanqing Kang             | [code](https://github.com/kang105/TSGR)                                                                                             |
| Exploring Unsupervised Cell Recognition with Prior Self-activation Maps                                                                                         | Pingyi Chen              | [code](https://github.com/cpystan/PSM)                                                                                              |
| Eye-Guided Dual-Path Network for Multi-organ Segmentation of Abdomen                                                                                            | Chong Wang               | [code](https://github.com/code-Porunacabeza/gaze_seg/)                                                                              |
| Factor Space and Spectrum for Medical Hyperspectral Image Segmentation                                                                                          | Boxiang Yun              | [code](https://github.com/boxiangyun/Dual-Stream-MHSI)                                                                              |
| FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification                                 | Zikang Xu                | [code](https://github.com/XuZikang/FairAdaBN)                                                                                       |
| Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs                                                        | Thomas Pinetz            | [code](https://github.com/tpinetz/low-dose-gadolinium-mri-synthesis)                                                                |
| Fast Reconstruction for Deep Learning PET Head Motion Correction                                                                                                | Tianyi Zeng              | [code](https://github.com/OnofreyLab/dl-hmc_fast_recon_miccai2023)                                                                  |
| Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis                                                                        | Hadrien Reynaud          | [code](https://github.com/HReynaud/EchoDiffusion)                                                                                   |
| FEDD - Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification                                                           | He?ctor Carrio?n         | [code](https://github.com/hectorcarrion/fedd)                                                                                       |
| FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification                                                                     | Nannan Wu                | [code](https://github.com/wnn2000/FedIIC)                                                                                           |
| FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation                                                   | Minghui Chen             | [code](https://github.com/ubc-tea/FedSoup)                                                                                          |
| FE-STGNN: Spatio-Temporal Graph Neural Network with Functional and Effective Connectivity Fusion for MCI Diagnosis                                              | Dongdong Chen            | [code](https://github.com/haijunkenan/FE-STGNN)                                                                                     |
| FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling                                                                                     | Faris Almalik            | [code](https://github.com/faresmalik/FeSViBS)                                                                                       |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer                                                                              | Yazhou Zhu               | [code](https://github.com/YazhouZhu19/RPT)                                                                                          |
| Fine-grained Hand Bone Segmentation via Adaptive Multi-dimensional Convolutional Network and Anatomy-constraint Loss                                            | Bolun Zeng               | [code](https://github.com/BL-Zeng/AMCNet)                                                                                           |
| Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning                                          | Chen Shen                | [code](https://github.com/ladderlab-xjtu/forensic_pathology)                                                                        |
| Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train                                                                         | Zhao Wang                | [code](https://github.com/openmedlab/Endo-FM)                                                                                       |
| FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction                                                                        | Chenglong Ma             | [code](https://github.com/Masaaki-75/freeseed)                                                                                      |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation                                                                                | Asif Hanif               | [code](https://github.com/asif-hanif/vafa)                                                                                          |
| Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation                                                                              | Heng Li                  | [code](https://github.com/liamheng/Non-IID_Medical_Image_Segmentation)                                                              |
| From Mesh Completion to AI Designed Crown                                                                                                                       | Golriz Hosseinimanesh    | [code](https://github.com/Golriz-code/DMC.git)                                                                                      |
| FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac Images                                           | Yi Qin                   | [code](https://github.com/xmed-lab/FSDiffReg.git)                                                                                   |
| Fully Bayesian VIB-DeepSSM                                                                                                                                      | Jadie Adams              | [code](https://github.com/jadie1/BVIB-DeepSSM)                                                                                      |
| Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images                                                             | Lehan Wang               | [code](https://github.com/li-xirong/mmc-amd)                                                                                        |
| Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization                                                                           | Amine Amyar              | [code](https://github.com/HMS-CardiacMR/Myocardial_Scar_Detection)                                                                  |
| Gall Bladder Cancer Detection from US Images with Only Image Level Labels                                                                                       | Soumen Basu              | [code](https://gbc-iitd.github.io/gbcu)                                                                                             |
| Gene-induced Multimodal Pre-training for Image-omic Classification                                                                                              | Ting Jin                 | [code](https://github.com/huangwudiduan/GIMP)                                                                                       |
| Geometry-adaptive Network for Robust Detection of Placenta Accreta Spectrum Disorders                                                                           | Zailiang Chen            | [code](https://github.com/Meteorary/GALA)                                                                                           |
| GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation                                                                         | Ziyang Zheng             | [code](https://github.com/xmed-lab/GL-Fusion)                                                                                       |
| GLSFormer : Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos                                                                    | Nisarg A. Shah           | [code](https://github.com/nisargshah1999/GLSFormer)                                                                                 |
| GRACE: A Generalized and Personalized Federated Learning Method for Medical Imaging                                                                             | Ruipeng Zhang            | [code](https://github.com/MediaBrain-SJTU/GPFL-GRACE)                                                                               |
| GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration                                                                                          | Haoran Dou               | [code](https://github.com/wulalago/GSMorph)                                                                                         |
| Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images                                         | Zdravko Marinov          | [code](https://github.com/Zrrr1997/Guiding-The-Guidance)                                                                            |
| H2GM: A Hierarchical Hypergraph Matching Framework for Brain Landmark Alignment                                                                                 | Zhibin He                | [code](https://github.com/CUHK-AIM-Group/HHGM)                                                                                      |
| HACL-Net: Hierarchical Attention and Contrastive Learning Network for MRI-Based Placenta Accreta Spectrum Diagnosis                                             | Mingxuan Lu              | [code](https://github.com/LouieBHLu/HACL-Net)                                                                                       |
| HC-Net: Hybrid Classification Network for Automatic Periodontal Disease Diagnosis                                                                               | Lanzhuju Mei             | [code](https://github.com/ShanghaiTech-IMPACT/Periodental_Disease)                                                                  |
| H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation                                                              | Jun Shi                  | [code](https://github.com/shijun18/H-DenseFormer)                                                                                   |
| HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images                                                             | Wenqi Zhou               | [code](https://github.com/CODESofWenqi/HENet)                                                                                       |
| Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images                                                                        | Amarachi B. Mbakwe       | [code](https://github.com/PLAN-Lab/CheXRelFormer)                                                                                   |
| High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical Lights                                          | Yuna Kato                | [code](https://github.com/isogawalab/SingleViewSurgicalVideo)                                                                       |
| High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers                                                 | Marek Wodzinski          | [code](https://github.com/MWod/DeepImplant_MICCAI_2023)                                                                             |
| HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis                                                                                 | Ziyu Guo                 | [code](https://github.com/HKU-MedAI/HIGT)                                                                                           |
| Histopathology Image Classification using Deep Manifold Contrastive Learning                                                                                    | Jing Wei Tan             | [code](https://github.com/hvcl/Deep-Manifold-Contrastive-Learning)                                                                  |
| How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?                                                                                      | Gregory Holste           | [code](https://github.com/VITA-Group/PruneCXR)                                                                                      |
| How Reliable are the Metrics Used for Assessing Reliability in Medical Imaging?                                                                                 | Mayank Gupta             | [code](https://github.com/MayankGupta73/Robust-Calibration)                                                                         |
| IIB-MIL: Integrated instance-level and bag-level multiple instances learning with label disambiguation for pathological image analysis                          | Qin Ren                  | [code](https://github.com/TencentAILabHealthcare/IIB-MIL)                                                                           |
| Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts                                                                            | Chenyu You               | [code](https://github.com/charlesyou999648/MORSE)                                                                                   |
| Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brain                                        | Michal Byra              | [code](https://gene-atlas.brainminds.jp/)                                                                                           |
| Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning Reconstruction                                                               | Jaejin Cho               | [code](https://github.com/jaejin-cho/miccai2023)                                                                                    |
| Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function                                                                                  | Shijia Zhou              | [code](https://github.com/DasuberVetLeonidas/SwooshActivationFunction)                                                              |
| Incomplete Multimodal Learning for Visual Acuity Prediction after Cataract Surgery Using Masked Self-Attention                                                  | Qian Zhou                | [code](https://github.com/liyiersan/MSA)                                                                                            |
| Instructive Feature Enhancement for Dichotomous Medical Image Segmentation                                                                                      | Lian Liu                 | [code](https://github.com/yezi-66/IFE)                                                                                              |
| Interpretable Medical Image Classification using Prototype Learning and Privileged Information                                                                  | Luisa Gall¨¦e            | [code](https://github.com/XRad-Ulm/Proto-Caps)                                                                                      |
| Intraoperative CT augmentation for needle-based liver interventions                                                                                             | Sidaty El hadramy        | [code](https://github.com/Sidaty1/Intraoperative_CT_augmentation)                                                                   |
| Inverse Consistency by Construction for Multistep Deep Registration                                                                                             | Hastings Greer           | [code](https://github.com/uncbiag/ByConstructionICON)                                                                               |
| InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model                                                                                         | Jueqi Wang               | [code](https://github.com/BioMedAI-UCSC/InverseSR)                                                                                  |
| Ischemic stroke segmentation from a cross-domain representation in multimodal diffusion studies                                                                 | Santiago G¨®mez          | [code](https://gitlab.com/bivl2ab/research/2023-cross-domain-stroke-segmentation)                                                   |
| Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image Classification                                             | Hongyi Wang              | [code](https://github.com/Dootmaan/ICMIL)                                                                                           |
| Joint Dense-Point Representation for Contour-Aware Graph Segmentation                                                                                           | Kit Mills Bransby        | [code](https://github.com/kitbransby/Joint_Graph_Segmentation)                                                                      |
| Joint optimization of a ¦Â-VAE for ECG task-specific feature extraction                                                                                         | Viktor van der Valk      | [code](https://github.com/ViktorvdValk/Task-Specific-VAE)                                                                           |
| Joint Segmentation and Sub-Pixel Localization in Structured Light Laryngoscopy                                                                                  | Jann-Ole Henningson      | [code](https://github.com/Henningson/HLEDataset)                                                                                    |
| Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training                                                                                 | Xiaofei Chen             | [code](https://github.com/ChenXiaoFei-CS/KoBo)                                                                                      |
| Label-preserving Data Augmentation in Latent Space for Diabetic Retinopathy Recognition                                                                         | Zhihao Zhao              | [code](https://github.com/AIEyeSystem/LpDA)                                                                                         |
| LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms                                                            | Ege ?zsoy                | [code](https://github.com/egeozsoy/4D-OR)                                                                                           |
| Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection                                                                  | Reza Azad                | [code](https://github.com/mindflow-institue/Laplacian-Former)                                                                       |
| Learnable Query Initialization for Surgical Instrument Instance Segmentation                                                                                    | Rohan Raju Dhanakshirur  | [code](https://github.com/AINeurosurgery/Learnable-QPD-for-maskDINO)                                                                |
| Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis                                 | Dongdong Chen            | [code](https://github.com/haijunkenan/LSGNN)                                                                                        |
| Learned Alternating Minimization Algorithm for Dual-Domain Sparse-View CT Reconstruction                                                                        | Chi Ding                 | [code](https://github.com/chrisdcs/LAMA-Learned-Alternating-Minimization-Algorithm)                                                 |
| Learning Asynchronous Common and Individual Functional Brain Network for AD Diagnosis                                                                           | Xiang Tang               | [code](https://github.com/seuzjj/ACIFBN)                                                                                            |
| Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction                                                                                     | Yiqun Lin                | [code](https://github.com/xmed-lab/DIF-Net)                                                                                         |
| Learning Expected Appearances for Intraoperative Registration during Neurosurgery                                                                               | Nazim Haouchine          | [code](https://github.com/rouge1616/ExApp/)                                                                                         |
| Learning normal asymmetry representations for homologous brain structures                                                                                       | Duilio Deangeli          | [code](https://github.com/duiliod/DeepNORHA)                                                                                         |
| Learning Ontology-based Hierarchical Structural Relationship for Whole Brain Segmentation                                                                       | Junyan Lyu               | [code](https://github.com/CRazorback/OHSR)                                                                                          |
| Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation                                          | Nilesh Kumar             | [code](https://github.com/nileshkumar0726/Learning_Transformations)                                                                 |
| Learning with Domain-Knowledge for Generalizable Prediction of AlzheimerÃ¢Â€Â™s Disease from Multi-Site Structural MRI                                          | Yanjie Zhou              | [code](https://github.com/Yanjie-Z/DomainKnowledge4AD)                                                                              |
| Learning with Synthesized Data for Generalizable Lesion Detection in Real PET Images                                                                            | Xinyi Yang               | [code](https://github.com/xyang258/livdetSDG)                                                                                       |
| Lesion-aware Contrastive Learning for Diabetic Retinopathy Diagnosis                                                                                            | Shuai Cheng              | [code](https://github.com/IntelliDAL/Image)                                                                                         |
| LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion                                                  | Long Bai                 | [code](https://github.com/longbai1006/LLCaps)                                                                                       |
| Localized Questions in Medical Visual Question Answering                                                                                                        | Sergio Tascon-Morales    | [code](https://github.com/sergiotasconmorales/locvqa)                                                                               |
| Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification                    | Thomas Z. Li             | [code](https://github.com/MASILab/lmsignatures)                                                                                     |
| LOTUS: Learning to Optimize Task-based US representations                                                                                                       | Yordanka Velikova        | [code](https://github.com/danivelikova/lotus)                                                                                       |
| Low-dose CT image super-resolution network with dual-guidance feature distillation and dual-path content communication                                          | Jianning Chi             | [code](https://github.com/neu-szy/dual-guidance_LDCT_SR)                                                                            |
| LSOR: Longitudinally-Consistent Self-Organized Representation Learning                                                                                          | Jiahong Ouyang           | [code](https://github.com/ouyangjiahong/longitudinal-som-single-modality)                                                           |
| LUCYD: A Feature-Driven Richardson-Lucy Deconvolution Network                                                                                                   | Tom¨¢? Chobola           | [code](https://github.com/ctom2/lucyd-deconvolution/)                                                                               |
| Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging                                                                              | Ke Xiao                  | [code](https://github.com/Information-Fusion-Lab-Umass/CUSSP_UKB_MR)                                                                |
| Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks                                                                | Matthew Baugh            | [code](https://github.com/matt-baugh/pytorch-poisson-image-editing)                                                                 |
| Masked Frequency Consistency for Domain-Adaptive Semantic Segmentation of Laparoscopic Images                                                                   | Xinkai Zhao              | [code](https://github.com/MoriLabNU/MFC)                                                                                            |
| Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering                                   | Pengfei Li               | [code](https://github.com/pengfeiliHEU/MUMC)                                                                                        |
| Maximum Entropy on Erroneous Predictions: Improving model calibration for medical image segmentation                                                            | Agostina J. Larrazabal   | [code](https://github.com/agosl/Maximum-Entropy-on-Erroneous-Predictions/)                                                          |
| Maximum-entropy estimation of joint relaxation-diffusion distribution using multi-TE diffusion MRI                                                              | Lipeng Ning              | [code](https://github.com/LipengNing/ME-RDD/tree/main/MICCAI_example)                                                               |
| MDA-SR: Multi-level Domain Adaptation Super-Resolution for Wireless Capsule Endoscopy Images                                                                    | Tianbao Liu              | [code](https://github.com/SMU-MedicalVision/MDA-SR)                                                                                 |
| MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets                                                                            | Siyi Du                  | [code](https://github.com/siyi-wind/MDViT)                                                                                          |
| Medical Boundary Diffusion Model for Skin Lesion Segmentation                                                                                                   | Jiacheng Wang            | [code](https://github.com/jcwang123/MBDiff)                                                                                         |
| MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation                                                                                  | Saikat Roy               | [code](https://github.com/MIC-DKFZ/MedNeXt)                                                                                         |
| MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images                              | Hong Wang                | [code](https://github.com/hongwang01/MEPNet)                                                                                        |
| Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer                                                                   | Mingyuan Meng            | [code](https://github.com/MungoMeng/Survival-XSurv)                                                                                 |
| Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy                                                                                            | Krithika Iyer            | [code](https://github.com/iyerkrithika21/mesh2SSM_2023/tree/main)                                                                   |
| MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging                                                                                  | Yixiong Chen             | [code](https://github.com/jannisborn/covid19 ultrasound)                                                                            |
| M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization                                                 | Che Liu                  | [code](https://github.com/cheliu-computation/m-flag-miccai2023)                                                                     |
| M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision                                                        | Malo Alefsen             | [code](https://github.com/MaloADBA/MGenSeg_2D)                                                                                      |
| Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion Detection                                                       | Haojun Yu                | [code](https://github.com/HaojunYu1998/UltraDet)                                                                                    |
| MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization                                                                            | Yuan Bi                  | [code](https://github.com/yuan-12138/MI-SegNet)                                                                                     |
| Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping                                                                        | Kazuya Nishimura         | [code](https://github.com/naivete5656/MDPAFOF)                                                                                      |
| MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis                                                       | Michael Gadermayr        | [code](https://gitlab.com/mgadermayr/mixupmil)                                                                                      |
| MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI                                                                                 | Weitong Zhang            | [code](https://github.com/vito1820/MoCoSR)                                                                                          |
| Modeling Alzheimers' Disease Progression from Multi-task and Self-supervised Learning Perspective with Brain Networks                                           | Wei Liang                | [code](https://github.com/IntelliDAL/Graph/tree/main/SMP-Net)                                                                       |
| ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer                                                                              | Haiqiao Wang             | [code](https://github.com/ZAX130/SmileCode)                                                                                         |
| ModusGraph: Automated 3D and 4D Mesh Model Reconstruction from cine CMR with Improved Accuracy and Efficiency                                                   | Yu Deng                  | [code](https://github.com/MalikTeng/ModusGraph)                                                                                     |
| Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping                                                                             | Qixiang Zhang            | [code](https://github.com/xmed-lab/MSSG)                                                                                            |
| Motion Compensated Unsupervised Deep Learning for 5D MRI                                                                                                        | Joseph Kettelkamp        | [code](https://github.com/joseph-kettelkamp/5D_MRI)                                                                                 |
| MPBD-LSTM: A Predictive Model For Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans                                          | Xueyang Li               | [code](https://github.com/XueyangLiOSU/MPBD-LSTM)                                                                                   |
| MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities                                                                                | Boqi Chen                | [code](https://github.com/uncbiag/MRIS)                                                                                             |
| MulHiST: Multiple Histological Staining for Thick Biological Samples via Unsupervised Image-to-Image Translation                                                | Lulin Shi                | [code](https://github.com/TABLAB-HKUST/MulHiST)                                                                                     |
| Multi-Head Multi-Loss Model Calibration                                                                                                                         | Adrian Galdran           | [code](https://github.com/agaldran/mhml_calibration)                                                                                |
| Multimodal brain age estimation using interpretable adaptive population-graph learning                                                                          | Kyriaki-Margarita Bintsi | [code](https://github.com/bintsi/adaptive-graph-learning)                                                                           |
| Multimodal Deep Fusion in Hyperbolic Space for Mild Cognitive Impairment Study                                                                                  | Lu Zhang                 | [code](https://github.com/qidianzl/Multimodal-Deep-Fusion-in-Hyperbolic-Space)                                                      |
| Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities                                                                 | Ana Lawry Aguila         | [code](https://github.com/alawryaguila/multimodal-normative-models)                                                                 |
| Multi-modality contrastive learning for sarcopenia screening from hip X-rays and clinical information                                                           | Qiangguo Jin             | [code](https://github.com/qgking/MM-CL.git)                                                                                         |
| Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection                                                                                 | Aofan Jiang              | [code](https://github.com/MediaBrain-SJTU/ECGAD)                                                                                    |
| Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image based Cancer Survival Prediction                                               | Wentai Hou               | [code](https://github.com/Baeksweety/superpixel_transformer)                                                                        |
| Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image Segmentation                                                                 | Yuhui Song               | [code](https://github.com/H51705/FSS_MPSNet)                                                                                        |
| MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation                                                                                             | Constantin Ulrich        | [code](https://github.com/MIC-DKFZ/MultiTalent)                                                                                     |
| Multi-Target Domain Adaptation with Prompt Learning for Medical Image Segmentation                                                                              | Yili Lin                 | [code](https://github.com/MurasakiLin/prompt-DA)                                                                                    |
| Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-temporal Correspondence                                    | Wenda Li                 | [code](https://github.com/MoriLabNU/MGMDepthL)                                                                                      |
| Multi-View Vertebra Localization and Identification from CT Images                                                                                              | Han Wu                   | [code](https://github.com/ShanghaiTech-IMPACT/Multi-View-Vertebra-Localization-and-Identification-from-CT-Images)                   |
| NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models                                                                             | Aman Shrivastava         | [code](https://github.com/4m4n5/NASDM)                                                                                              |
| Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues                                                                                | Chen Yang                | [code](https://github.com/Loping151/LerPlane)                                                                                       |
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing                                                                             | Xinzi He                 | [code](https://github.com/Novestars/Neural_Pre_Processing)                                                                          |
| NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants                                                     | Chenyu Xue               | [code](https://github.com/ladderlab-xjtu/NeuroExplainer)                                                                            |
| NISF: Neural Implicit Segmentation Functions                                                                                                                    | Nil Stolt-Ans¨®          | [code](https://github.com/NILOIDE/Implicit_segmentation)                                                                            |
| Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration                                                            | Mingyuan Meng            | [code](https://github.com/MungoMeng/Registration-NICE-Trans)                                                                        |
| On the Relevance of Temporal Features for Medical Ultrasound Video Recognition                                                                                  | D. Hudson Smith          | [code](https://github.com/MedAI-Clemson/pda_detection)                                                                              |
| One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation                                       | Myeongkyun Kang          | [code](https://github.com/myeongkyunkang/FedISCA)                                                                                   |
| One-Shot Traumatic Brain Segmentation with Adversarial Training and Uncertainty Rectification                                                                   | Xiangyu Zhao             | [code](https://github.com/hsiangyuzhao/TBIOneShot)                                                                                  |
| Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models                                                                           | Tom van Sonsbeek         | [code](https://github.com/tjvsonsbeek/open-ended-medical-vqa)                                                                       |
| Optimizing the 3D Plate Shape for Proximal Humerus Fractures                                                                                                    | Marilyn Keller           | [code](https://github.com/MarilynKeller/HumerusPlate)                                                                               |
| Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning                                                         | Zheng Zhang              | [code](https://github.com/ZhangZ7112/PVA-CAS)                                                                                       |
| Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction                                                                                   | Kexin Ding               | [code](https://github.com/Cassie07/PathOmics)                                                                                       |
| PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction                                                                     | Eyal Hanania             | [code](https://github.com/eyalhana/PCMC-T1)                                                                                         |
| Pelphix: Surgical Phase Recognition from X-ray Images in Percutaneous Pelvic Fixation                                                                           | Benjamin D. Killeen      | [code](https://github.com/benjamindkilleen/pelphix)                                                                                 |
| Pelvic Fracture Reduction Planning Based on Morphable Models and Structural Constraints                                                                         | Sutuke Yibulayimu        | [code](https://github.com/Sutuk/Clinical-data-on-pelvic-fractures)                                                                  |
| Pelvic Fracture Segmentation Using a Multi-scale Distance-weighted Neural Network                                                                               | Yanzhen Liu              | [code](https://github.com/YzzLiu/FracSegNet)                                                                                        |
| Physics-based Decoding Improves Magnetic Resonance Fingerprinting                                                                                               | Juyeon Heo               | [code](https://github.com/rmrisforbidden/CauMedical.git)                                                                            |
| Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T                                                                           | Junaid R. Rajput         | [code](https://git5.cs.fau.de/rajput/picae)                                                                                         |
| Physics-Informed Neural Networks for Tissue Elasticity Reconstruction in Magnetic Resonance Elastography                                                        | Matthew Ragoza           | [code](https://github.com/batmanlab/MRE-PINN)                                                                                       |
| Pick and Trace: Instance Segmentation for Filamentous Objects with a Recurrent Neural Network                                                                   | Yi Liu                   | [code](https://github.com/VimsLab/DRIFT)                                                                                            |
| Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation                                                              | Yuncheng Yang            | [code](https://github.com/EndoluminalSurgicalVision-IMR/CCFV)                                                                       |
| PIViT: Large Deformation Image Registration with Pyramid-Iterative Vision Transformer                                                                           | Tai Ma                   | [code](https://github.com/Torbjorn1997/PIViT)                                                                                       |
| PLD-AL: Pseudo-Label Divergence-Based Active Learning in Carotid Intima-Media Segmentation for Ultrasound Images                                                | Yucheng Tang             | [code](https://github.com/CrystalWei626/PLD_AL)                                                                                     |
| PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents                                                                                    | Weixiong Lin             | [code](https://github.com/WeixiongLin/PMC-CLIP)                                                                                     |
| Point Cloud Diffusion Models for Automatic Implant Generation                                                                                                   | Paul Friedrich           | [code](https://github.com/pfriedri/pcdiff-implant)                                                                                  |
| Polar-Net: A Clinical-Friendly Model for Alzheimer¡¯s Disease Detection in OCTA Images                                                                          | Shouyue Liu              | [code](https://github.com/iMED-Lab/Polar-Net-Pytorch.git)                                                                           |
| Position-aware masked autoencoder for histopathology WSI representation learning                                                                                | Kun Wu                   | [code](https://github.com/WkEEn/PAMA)                                                                                               |
| Pre-trained Diffusion Models for Plug-and-Play Medical Image Enhancement                                                                                        | Jun Ma                   | [code](https://github.com/bowang-lab/DPM-MedImgEnhance)                                                                             |
| Privacy-preserving Early Detection of Epileptic Seizures in Videos                                                                                              | Deval Mehta              | [code](https://github.com/DevD1092/seizure-detection)                                                                               |
| Probabilistic Modeling Ensemble Vision Transformer Improves Complex Polyp Segmentation                                                                          | Tianyi Ling              | [code](https://github.com/Seasonsling/PETNet)                                                                                       |
| Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening                                                                               | Jiangdong Cai            | [code](https://github.com/caijd2000/MICCAI2023-VVC-Screening)                                                                       |
| Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning                                                                            | Jingwei Zhang            | [code](https://github.com/cvlab-stonybrook/PromptMIL)                                                                               |
| ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography                            | Hooman Vaseli            | [code](https://github.com/hooman007/ProtoASNet)                                                                                     |
| Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning                                                    | Zehua Ren                | [code](https://github.com/ladderlab-xjtu/DeepPWML)                                                                                  |
| QCResUNet: Joint Subject-level and Voxel-level Prediction of Segmentation Quality                                                                               | Peijie Qiu               | [code](https://github.com/peijie-chiu/QC-ResUNet)                                                                                   |
| Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes                                                | Weihang Dai              | [code](https://github.com/xmed-lab/RIDL)                                                                                            |
| Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting                                                                               | Chantal Pellegrini       | [code](https://github.com/ChantalMP/Rad-ReStruct)                                                                                   |
| RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization                                                                                   | Tao Chen                 | [code](https://github.com/iMED-Lab/RBGnet-Pytorch.git)                                                                              |
| RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection                                                                                    | Ming Kang                | [code](https://github.com/mkang315/RCS-YOLO)                                                                                        |
| Realistic endoscopic illumination modeling for NeRF-based data generation                                                                                       | Dimitrios Psychogyios    | [code](https://github.com/surgical-vision/REIM-NeRF)                                                                                |
| Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation                                     | Beilei Cui               | [code](https://github.com/BeileiCui/MS-TFAL)                                                                                        |
| Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade Cameras                                                                                    | Mykhaylo Zayats          | [code](https://github.com/IBM/DOT)                                                                                                  |
| Regressing Simulation to Real: Unsupervised Domain Adaptation for Automated Quality Assessment in Transoesophageal Echocardiography                             | Jialang Xu               | [code](https://github.com/wzjialang/SR-AQA)                                                                                         |
| Regular SE(3) Group Convolutions for Volumetric Medical Image Analysis                                                                                          | Thijs P. Kuipers         | [code](https://github.com/ThijsKuipers1995/gconv)                                                                                   |
| Relaxation-Diffusion Spectrum Imaging for Probing Tissue Microarchitecture                                                                                      | Ye Wu                    | [code](https://github.com/dryewu/RDSI)                                                                                              |
| Reliable Multimodality Eye Disease Screening via Mixture of StudentÃ¢Â€Â™s t Distributions                                                                      | Ke Zou                   | [code](https://github.com/Cocofeat/EyeMoSt)                                                                                         |
| Representation, Alignment, Fusion: A Generic Transformer-based Framework for Multi-modal Glaucoma Recognition                                                   | You Zhou                 | [code](https://github.com/YouZhouRUC/MM-RAF)                                                                                        |
| Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data                                            | Pramit Saha              | [code](https://github.com/MedMNIST/MedMNIST)                                                                                        |
| Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models                                                                     | Frederik Pahde           | [code](https://github.com/maxdreyer/Reveal2Revise)                                                                                  |
| Revealing Anatomical Structures in PET to Generate CT for Attenuation Correction                                                                                | Yongsheng Pan            | [code](https://github.com/YongshengPan/ASEG-for-PET2CT)                                                                             |
| Reversing the Abnormal: Pseudo-Healthy Generative Networks for Anomaly Detection                                                                                | Cosmin I. Bercea         | [code](https://github.com/ci-ber/PHANES)                                                                                            |
| Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery                                                        | Long Bai                 | [code](https://github.com/longbai1006/CS-VQLA)                                                                                      |
| Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology                                      | Khondker Fariha Hossain  | [code](https://github.com/FarihaHossain/SwinFSR)                                                                                    |
| Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?                                                                       | Susu Sun                 | [code](https://github.com/ss-sun/right-for-the-wrong-reason)                                                                        |
| Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach                                                        | Hannah Spitzer           | [code](https://github.com/MELDProject/meld_graph)                                                                                   |
| Robust Cervical Abnormal Cell Detection via Distillation from Local-scale Consistency Refinement                                                                | Manman Fei               | [code](https://github.com/feimanman/Cervical-Abnormal-Cell-Detection)                                                               |
| Robust estimation of the microstructure of the early developing brain using deep learning                                                                       | Hamza Kebiri             | [code](https://github.com/Medical-Image-Analysis-Laboratory/Perinatal_fODF_DL_estimation)                                           |
| Robust Segmentation via Topology Violation Detection and Feature Synthesis                                                                                      | Liu Li                   | [code](https://github.com/smilell/Topology-aware-Segmentation-using-Euler-Characteristic)                                           |
| Robust vertebra identification using simultaneous node and edge predicting Graph Neural Networks                                                                | Vincent B¨¹rgin          | [code](https://github.com/ImFusionGmbH/VID-vertebra-identification-dataset)                                                         |
| S2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation                                                         | An Wang                  | [code](https://github.com/lofrienger/S2ME)                                                                                          |
| S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences                                                                                   | Lennart Bastian          | [code](https://github.com/alexanderbaumann99/S3M)                                                                                   |
| Scale Federated Learning for Label Set Mismatch in Medical Image Classification                                                                                 | Zhipeng Deng             | [code](https://github.com/dzp2095/FedLSM)                                                                                           |
| Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation                                                                               | Zhihao Li                | [code](https://github.com/SplinterLi/SaTTCA)                                                                                        |
| Scaling Up 3D Kernels with Bayesian Frequency Re-Parameterization for Medical Image Segmentation                                                                | Ho Hin Lee               | [code](https://github.com/MASILab/RepUX-Net)                                                                                        |
| SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans                                     | Afsah Saleem             | [code](https://github.com/AfsahS/Supervised-Contrastive-Ordinal-Loss-for-Ordinal-Regression)                                        |
| SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos                                                                 | Xinpeng Ding             | [code](https://github.com/xmed-lab/SEDSkill)                                                                                        |
| Segment Membranes and Nuclei from Histopathological Images via Nuclei Point-level Supervision                                                                   | Hansheng Li              | [code](https://github.com/Lion-shine/Segment-Membranes-and-Nuclei-from-Histopathological-Images-via-Nuclei-Point-level-Supervision) |
| Segmentation Distortion: Quantifying Segmentation Uncertainty under Domain Shift via the Effects of Anomalous Activations                                       | Jonathan Lennartz        | [code](https://github.com/MedVisBonn/Segmentation-Distortion/)                                                                      |
| Segmentation of Kidney Tumors on Non-Contrast CT Images using Protuberance Detection Network                                                                    | Taro Hatsutani           | [code](https://github.com/neheller/kits19/blob/master/LICENSE)                                                                      |
| SegmentOR: Obtaining Efficient Operating Room Semantics Through Temporal Propagation                                                                            | Lennart Bastian          | [code](https://github.com/bastianlb/segmentOR)                                                                                      |
| Self-adaptive Adversarial Training for Robust Medical Segmentation                                                                                              | Fu Wang                  | [code](https://github.com/TrustAI/SEAT)                                                                                             |
| Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation                                                                | Zhenxi Zhang             | [code](https://github.com/Medsemiseg/SCP-Net)                                                                                       |
| Self-distillation for surgical action recognition                                                                                                               | Amine Yamlahi            | [code](https://github.com/CAMMA-public/cholect45)                                                                                   |
| Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images                                       | Chinmay Prabhakar        | [code](https://github.com/chinmay5/ms_progression)                                                                                  |
| Self-supervised dense representation learning for live-cell microscopy with time arrow prediction                                                               | Benjamin Gallusser       | [code](https://github.com/weigertlab/tarrow)                                                                                        |
| Self-Supervised Learning for Endoscopic Video Analysis                                                                                                          | Roy Hirsch               | [code](https://github.com/RoyHirsch/endossl)                                                                                        |
| Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET                                                                      | Francesca De Benetti     | [code](https://github.com/FrancescaDB/self_supervised_PBPK_modelling)                                                               |
| Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation                               | Jos¨¦ Morano             | [code](https://github.com/j-morano/multimodal-ssl-fpn)                                                                              |
| Self-Supervised MRI Reconstruction with Unrolled Diffusion Models                                                                                               | Yilmaz Korkmaz           | [code](https://github.com/yilmazkorkmaz1/ssdiffrecon)                                                                               |
| Semantic difference guidance for the uncertain boundary segmentation of CT left atrial appendage                                                                | Xin You                  | [code](https://github.com/AlexYouXin/LA-LAA-segmentation)                                                                           |
| Semantic segmentation of surgical hyperspectral images under geometric domain shifts                                                                            | Jan Sellner              | [code](https://github.com/IMSY-DKFZ/htc)                                                                                            |
| Semi-supervised Class Imbalanced Deep Learning for Cardiac MRI Segmentation                                                                                     | Yuchen Yuan              | [code](https://github.com/IsYuchenYuan/SSCI)                                                                                        |
| Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning                                    | Hritam Basak             | [code](https://github.com/hritam-98/GFDA-disentangled)                                                                              |
| SFusion: Self-attention based N-to-One Multimodal Fusion Block                                                                                                  | Zecheng Liu              | [code](https://github.com/scut-cszcl/SFusion)                                                                                       |
| Shape-Aware 3D Small Vessel Segmentation with Local Contrast Guided Attention                                                                                   | Zhiwei Deng              | [code](https://github.com/dengchihwei/LCNetVesselSeg)                                                                               |
| Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos                                                                                      | Junhao Lin               | [code](https://github.com/jhl-Det/FLA-Net)                                                                                          |
| SHISRCNet: Super-resolution And Classification Network For Low-resolution Breast Cancer Histopathology Image                                                    | Luyuan Xie               | [code](https://github.com/xiely-123/SHISRCNet)                                                                                      |
| SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI                                                       | Yuming Zhong             | [code](https://github.com/Abner228/SmileCode)                                                                                       |
| Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations                                                                          | Julian McGinnis          | [code](https://github.com/jqmcginnis/multi_contrast_inr/)                                                                           |
| Skin Lesion Correspondence Localization in Total Body Photography                                                                                               | Wei-Lun Huang            | [code](https://github.com/weilunhuang-jhu/LesionCorrespondenceTBP3D)                                                                |
| SLPD: Slide-level Prototypical Distillation for WSIs                                                                                                            | Zhimiao Yu               | [code](https://github.com/Carboxy/SLPD)                                                                                             |
| Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection                                                       | Yunan Wu                 | [code](https://github.com/YunanWu2168/SA-MIL)                                                                                       |
| Solving Low-Dose CT Reconstruction via GAN with Local Coherence                                                                                                 | Wenjie Liu               | [code](https://github.com/lwjie595/GANLC)                                                                                           |
| Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning                                  | Qinji Yu                 | [code](https://github.com/CSCYQJ/MICCAI23-ProtoContra-SFDA)                                                                         |
| Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher                                                                          | Longxiang Tang           | [code](https://github.com/lloongx/SFDA-CBMT)                                                                                        |
| Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation                                                                                          | Jiajin Zhang             | [code](https://github.com/RPIDIAL/SAMix)                                                                                            |
| Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios                                                                      | Shaowu Peng              | [code](https://github.com/zzzzzzpc/FUnet)                                                                                           |
| STAR-Echo: A Novel Biomarker for Prognosis of MACE in Chronic Kidney Disease Patients using Spatiotemporal Analysis and Transformer-Based Radiomics Models.     | Rohan Dhamdhere          | [code](https://github.com/rohand24/STAR_Echo)                                                                                       |
| Structured State Space Models for Multiple Instance Learning in Digital Pathology                                                                               | Leo Fillioux             | [code](https://github.com/MICS-Lab/s4_digital_pathology)                                                                            |
| Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation                                                                                          | Minh Hieu Phan           | [code](https://github.com/HieuPhan33/MaskGAN)                                                                                       |
| Style-based Manifold for Weakly-supervised Disease Characteristic Discovery                                                                                     | Siyu Liu                 | [code](https://github.com/SiyuLiu0329/DiDiGAN-final)                                                                                |
| Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions                                                                | Saurav Sharma            | [code](https://github.com/CAMMA-public/mcit-ig)                                                                                     |
| Surgical Video Captioning with Mutual-Modal Concept Alignment                                                                                                   | Zhen Chen                | [code](https://github.com/franciszchen/SCA-Net)                                                                                     |
| SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery                                                                            | Lalithkumar Seenivasan   | [code](https://github.com/lalithjets/SurgicalGPT)                                                                                   |
| SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation                                                                              | Yiqing Wang              | [code](https://github.com/UCSC-VLAA/SwinMM/)                                                                                        |
| SwinUNETR-V2: Stronger Swin Transformers with Stagewise Convolutions for 3D Medical Image Segmentation                                                          | Yufan He                 | [code](https://github.com/Project-MONAI/MONAI/blob/dev/monai/networks/nets/swin_unetr.py)                                           |
| SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings                                                                           | Yejia Zhang              | [code](https://github.com/charzharr/miccai23-swipe-implicit-segmentation/blob/master/README.md)                                     |
| Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-based Hierarchical Fusion Network with Attention Mechanism                            | Tianyu Zhang             | [code](https://github.com/Netherlands-Cancer-Institute/CE-MRI)                                                                      |
| Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models                                                                                         | Yannik Frisch            | [code](https://github.com/MECLabTUDA/CataSynth)                                                                                     |
| Synthetic Augmentation with Large-scale Unconditional Pre-training                                                                                              | Jiarong Ye               | [code](https://github.com/AdalbertoCq/Pathology-GAN)                                                                                |
| TabAttention: Learning Attention Conditionally on Tabular Data                                                                                                  | Michal K. Grzeszczyk     | [code](https://github.com/SanoScience/Tab-Attention)                                                                                |
| TCL: Triplet Consistent Learning for Odometry Estimation of Monocular Endoscope                                                                                 | Hao Yue                  | [code](https://github.com/EndoluminalSurgicalVision-IMR/TCL)                                                                        |
| Temporal Uncertainty Localization to Enable Human-in-the-loop Analysis of Dynamic Contrast-enhanced Cardiac MRI Datasets                                        | Dilek M. Yalcinkaya      | [code](https://github.com/dyalcink/dQC)                                                                                             |
| Tensor-based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI                                                           | Prasun C. Tripathi       | [code](https://github.com/prasunc/PAWP)                                                                                             |
| Text-guided Foundation Model Adaptation for Pathological Image Classification                                                                                   | Yunkun Zhang             | [code](https://github.com/Yunkun-Zhang/CITE)                                                                                        |
| The Role of Subgroup Separability in Group-Fair Medical Image Classification                                                                                    | Charles Jones            | [code](https://github.com/mattgroh/fitzpatrick17k)                                                                                  |
| Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset                                                                       | Ziqiao Weng              | [code](https://github.com/M3DV/pulmonary-tree-repairing)                                                                            |
| Topology-Preserving Automatic Labeling of Coronary Arteries via Anatomy-aware Connection Classifier                                                             | Zhixing Zhang            | [code](https://github.com/zutsusemi/MICCAI2023-TopoLab-Labels/)                                                                     |
| Topology-Preserving Computed Tomography Super-resolution Based on Dual-stream Diffusion Model                                                                   | Yuetan Chu               | [code](https://github.com/Arturia-Pendragon-Iris/UHRCT_SR)                                                                          |
| Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis                                                                          | Ching-Hao Chiu           | [code](https://github.com/mattgroh/fitzpatrick17k)                                                                                  |
| Towards AI-driven radiology education: A self-supervised segmentation-based framework for high-precision medical image editing                                  | Kazuma Kobayashi         | [code](https://github.com/Kaz-K/medical-image-editing)                                                                              |
| Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels                              | Zhe Xu                   | [code](https://github.com/yulequan/UA-MT/tree/master/data)                                                                          |
| Towards frugal unsupervised detection of subtle abnormalities in medical imaging                                                                                | Geoffroy Oudoumanessah   | [code](https://github.com/geoffroyO/onlineEM)                                                                                       |
| Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains                                                                                            | Haoxuan Che              | [code](https://github.com/chehx/DGDR)                                                                                               |
| TPRO: Text-prompting-based Weakly Supervised Histopathology Tissue Segmentation                                                                                 | Shaoteng Zhang           | [code](https://github.com/zhangst431/TPRO)                                                                                          |
| Trackerless Volume Reconstruction from Intraoperative Ultrasound Images                                                                                         | Sidaty El hadramy        | [code](https://github.com/Sidaty1/IVUS_Trakerless_Volume_Reconstruction)                                                            |
| Tracking adaptation to improve SuperPoint for 3D reconstruction in endoscopy                                                                                    | O. Leo?n Barbed          | [code](https://github.com/LeonBP/SuperPointTrackingAdaptation)                                                                      |
| Transferability-Guided Multi-Source Model Adaptation for Medical Image Segmentation                                                                             | Chen Yang                | [code](https://github.com/CityU-AIM-Group/TGMA)                                                                                     |
| Transformer-based Annotation Bias-aware Medical Image Segmentation                                                                                              | Zehui Liao               | [code](https://github.com/Merrical/TAB)                                                                                             |
| Transformer-based end-to-end classification of variable-length volumetric data                                                                                  | Marzieh Oghbaie          | [code](https://github.com/marziehoghbaie/VLFAT)                                                                                     |
| TransLiver: A Hybrid Transformer Model for Multi-phase Liver Lesion Classification                                                                              | Xierui Wang              | [code](https://github.com/sherrydoge/TransLiver)                                                                                    |
| TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation                                                                                        | Zhenqi He                | [code](https://github.com/zhenqi-he/transnuseg)                                                                                     |
| Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation                                     | Ziyang Chen              | [code](https://github.com/Chen-Ziyang/TriD)                                                                                         |
| Triangular Analysis of Geographical Interplay of Lymphocytes (TriAnGIL): Predicting Immunotherapy Response in Lung Cancer                                       | Sara Arabyarmohammadi    | [code](https://github.com/sarayar/TriAnGIL)                                                                                         |
| TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms                                                                 | Jiaqi Cui                | [code](https://github.com/gluucose/TriDoFormer)                                                                                     |
| Trust your neighbours: Penalty-based constraints for model calibration                                                                                          | Balamurali Murugesan     | [code](https://github.com/Bala93/MarginLoss)                                                                                        |
| TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer                                                                           | Huimin Xiong             | [code](https://github.com/huiminxiong/TSegFormer)                                                                                   |
| Twelve-Lead ECG Reconstruction from Single-Lead Signals Using Generative Adversarial Networks                                                                   | Jinho Joo                | [code](https://github.com/knu-plml/ecg-recon)                                                                                       |
| Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images                                                      | Jiayi Zhu                | [code](https://github.com/liuquande/SAML)                                                                                           |
| Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation                                                                    | Kai Ren                  | [code](https://github.com/KarryRen/UML)                                                                                             |
| Understanding Silent Failures in Medical Image Classification                                                                                                   | Till J. Bungert          | [code](https://github.com/IML-DKFZ/sf-visuals)                                                                                      |
| Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical Representations                                                                            | Reuben Dorent            | [code](https://github.com/ReubenDo/MHVAE)                                                                                           |
| Unified surface and volumetric inference on functional imaging data                                                                                             | Thomas F. Kirk           | [code](https://github.com/tomfrankkirk/svb_evaluation)                                                                              |
| UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner                                                                 | Yiwen Ye                 | [code](https://github.com/yeerwen/UniSeg)                                                                                           |
| Unpaired Cross-modal Interaction Learning for COVID-19 Segmentation on Limited CT images                                                                        | Qingbiao Guan            | [code](https://github.com/GQBBBB/UCI)                                                                                               |
| Unsupervised 3D out-of-distribution detection with latent diffusion models                                                                                      | Mark S. Graham           | [code](https://github.com/marksgraham/transformer-ood)                                                                              |
| Unsupervised 3D registration through optimization-guided cyclical self-training                                                                                 | Alexander Bigalke        | [code](https://github.com/multimodallearning/reg-cyclical-self-train)                                                               |
| Unsupervised classification of congenital inner ear malformations using DeepDiffusion for latent space representation                                           | Paula L¨®pez Diez        | [code](https://github.com/paulalopez10/Deep-Diffusion-Unsupervised-Classification-3D-Mesh)                                          |
| Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion Features                                                                          | Nurislam Tursynbek       | [code](https://github.com/uncbiag/diffusion-3D-discovery)                                                                           |
| Unsupervised Domain Adaptation for Anatomical Landmark Detection                                                                                                | Haibo Jin                | [code](https://github.com/jhb86253817/UDA_Med_Landmark)                                                                             |
| Unsupervised Domain Transfer with Conditional Invertible Neural Networks                                                                                        | Kris K. Dreher           | [code](https://github.com/IMSY-DKFZ/UDT-cINN)                                                                                       |
| UOD: Universal One-shot Detection of Anatomical Landmarks                                                                                                       | Heqin Zhu                | [code](https://github.com/heqin-zhu/UOD_universal_oneshot_detection)                                                                |
| UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation                                                       | Wenjing Lu               | [code](https://github.com/XiaoweiXu/Dataset_Type-B-Aortic-Dissection)                                                               |
| Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports                                                                                   | Qingqing Zhu             | [code](https://github.com/CelestialShine/Longitudinal-Chest-X-Ray)                                                                  |
| UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-wide-angle Transformation Multi-scale GAN                                                          | Zhaojie Fang             | [code](https://github.com/Tinysqua/UWAT-GAN)                                                                                        |
| Vertex Correspondence in Cortical Surface Reconstruction                                                                                                        | Anne-Marie Rickmann      | [code](https://github.com/ai-med/V2CC)                                                                                              |
| VesselVAE: Recursive Variational Autoencoders for 3D Blood Vessel Synthesis                                                                                     | Paula Feldman            | [code](https://github.com/LIA-DiTella/VesselVAE)                                                                                        |
| VF-HM: Vision Loss Estimation using Fundus Photograph for High Myopia                                                                                           | Zipei Yan                | [code](https://github.com/yanzipei/VF-HM)                                                                                           |
| VISA-FSS: A Volume-Informed Self Supervised Approach for Few-Shot 3D Segmentation                                                                               | Mohammad Mozafari        | [code](https://github.com/sharif-ml-lab/visa-fss)                                                                                   |
| Vision Transformer based Multi-Class Lesion Detection in IVOCT                                                                                                  | Zixuan Wang              | [code](https://github.com/Shao1Fan/G-Swin-Transformer)                                                                              |
| vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images                                                  | Mikhail Goncharov        | [code](https://github.com/mishgon/vox2vec)                                                                                          |
| Wasserstein Distance-Preserving Vector Space of Persistent Homology                                                                                             | Tananun Songdechakraiwut | [code](https://github.com/topolearn)                                                                                                |
| Weakly Supervised Medical Image Segmentation via Superpixel-guided Scribble Walking and Class-wise Contrastive Regularization                                   | Meng Zhou                | [code](https://github.com/Lemonzhoumeng/SC-Net)                                                                                     |
| Weakly-supervised Drug Efficiency Estimation with Confidence Score: Application to COVID-19 Drug Discovery                                                      | Nahal Mirzaie            | [code](https://github.com/rohban-lab/Drug-Efficiency-Estimation-with-Confidence-Score)                                              |
| Weakly-supervised positional contrastive learning: application to cirrhosis classification                                                                      | Emma Sarfati             | [code](https://github.com/Guerbet-AI/wsp-contrastive)                                                                               |
| WeakPolyp: You Only Look Bounding Box for Polyp Segmentation                                                                                                    | Jun Wei                  | [code](https://github.com/weijun88/WeakPolyp)                                                                                       |
| What Do AEs Learn? Challenging Common Assumptions in Unsupervised Anomaly Detection                                                                             | Cosmin I. Bercea         | [code](https://github.com/ci-ber/MorphAEus)                                                                                         |
| Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis                                                                                            | Chantal Pellegrini       | [code](https://github.com/ChantalMP/Xplainer)                                                                                       |
| X-Ray to CT Rigid Registration Using Scene Coordinate Regression                                                                                                | Pragyan Shrestha         | [code](https://github.com/Pragyanstha/SCR-Registration)                                                                             |
| YONA: You Only Need One Adjacent Reference-frame for Accurate and Fast Video Polyp Detection                                                                    | Yuncheng Jiang           | [code](https://giana.grand-challenge.org/PolypDetection/)                                                                           |
| You Don¡®t Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images                                                                             | Xiaodan Xing             | [code](https://github.com/ayanglab/MedSynAnalyzer)                                                                                  |
| Zero-shot Nuclei Detection via Visual-Language Pre-trained Models                                                                                               | Yongjian Wu              | [code](https://github.com/wuyongjianCODE/VLPMNuD)                                                                                   |

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