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Internet Delivered Treatment using Adaptive Technology

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# Personalized Treatment of Mental Health Problems using Adaptive Technology

List of `PhD` resources I want to share with the research community. I was associated with [INTROMAT](http://intromat.no/) project, which holds a vision of improving public mental health with innovative technologies and psychological treatments. I was a PhD candidate hired by the INTROMAT team to research the use of adaptive technology for the personalized treatment of mental health issues including [Depression](https://www.skmukhiya.com.np/category/mental-health/depression/), ADHD, Bipolar Disorder and Social Anxiety Disorder.

# Course Work

Here are the lists of presentations given in different courses and during my `Ph.D.`

## Introduction to Machine learning

- https://www.uib.no/en/course/INF264

## Model Driven Software Engineering

- `LaTeX`[A Decade of Software Design and Modeling](https://github.com/sureshHARDIYA/phd-resources/tree/master/presentations/MDSE)
- `PDF`https://skmukhiya.netlify.com/survey-about-mdse.md/

## Research Ethics

- `LaTeX`[Research Ethics in relation to AI-assisted Adaptive Technology
  ](https://github.com/sureshHARDIYA/phd-resources/tree/master/presentations/Research%20Ethics)
- `PDF`https://skmukhiya.netlify.com/ethical-aspects-of-my-project.md/

# Presentations

- `PDF`: [How can we model adaptive Internet Delivered psychological Treatment system](https://github.com/sureshHARDIYA/phd-resources/tree/master/presentations/Solstrand%20), 13th Jan, 2020. [Solstrand Hotel & Bad](https://solstrand.com/no)
- `PDF`: [A GraphQL approach to Healthcare Information Exchange with HL7 FHIR](https://github.com/sureshHARDIYA/phd-resources/blob/master/presentations/ICTH%202019/ICTH_2019_Conference.pdf), 5th November, 2019. INSTITUTE PEDRO NUNES (IPN), [R. Pedro Nunes 3030-199 Coimbra](https://www.ipn.pt/), Portugal.
- `PDF`: [Composing HL7 FHIR Resource Server](https://github.com/sureshHARDIYA/phd-resources/tree/master/presentations/HelseVestIKT), 24th June, 2019. At Helse Vest IKT, Ibsensgate 104
- `pdf`: [An architecture design for self-reporting e-health system](https://github.com/sureshHARDIYA/phd-resources/tree/master/presentations/SEH), 27th May, 2019. At Montreal, QC, Canada
- `keynote`: [Personalized Treatment of mental Health problems using Voice](https://github.com/sureshHARDIYA/phd-resources/tree/master/presentations/GailoProposal), 20th May, 2019. At Gailo, Bergen, Norway
- `keynote`: [Personalized Treatment of mental Health problems using Adaptive Technology](https://github.com/sureshHARDIYA/phd-resources/tree/master/presentations/SanFrancisco), 8th March, 2019. 148 Townsend Street, San Francisco

# Papers

- [`Journal`] Lamo Y, Mukhiya SK, Rabbi F, et al. "Towards adaptive technology in routine mental health care." DIGITAL HEALTH. 2022;8., 10.1177/2055207622112867.

- [`Journal`] Mukhiya S, Lamo Y, Rabbi F. "A Reference Architecture for Data-Driven and Adaptive Internet-Delivered Psychological Treatment Systems: Software Architecture Development and Validation Study" JMIR Hum Factors 2022;9(2):e31029, [10.2196/31029](https://doi.org/10.2196/31029).

- [`Journal`] Nordby, Emilie S., Astri J. Lundervold, Robin MF Kenter, Frode Guribye, Suresh K. Mukhiya, and Tine Nordgreen. "The effect of SMS reminders on adherence in a self-guided Internet-delivered intervention for adults with ADHD." Frontiers in Digital Health: 67, [https://doi.org/10.3389/fdgth.2022.821031](https://doi.org/10.3389/fdgth.2022.821031).

- [`Journal`] Nordgreen, Tine, et al. "Challenges and possible solutions in cross-disciplinary and cross-sectorial research teams within the domain of e-mental health." Journal of Enabling Technologies (2021).

- [`Journal`]  Mukhiya SK, Lamo Y. An HL7 FHIR and GraphQL approach for interoperability between heterogeneous Electronic Health Record systems. Health Informatics Journal. July 2021. doi:10.1177/14604582211043920

- [`Journal`] Ahmed, U., Kumar Mukhiya, S., Lin, J. C.-W., Srivastava, G., & Lamo, Y. (2021). Attention-based Deep Entropy Active Learning using Lexical Algorithm for Mental Health Treatment. Frontiers in Psychology, 12, 471. [https://doi.org/10.3389/FPSYG.2021.642347](https://doi.org/10.3389/FPSYG.2021.642347).

- [`Book chapter`] S. Mukhiya, A. Aminifar, F. Rabbi, V. Pun, and Y. Lamo. [Artificial Intelligence in Mental Health](https://benthambooks.com/book/9781681088266/). Bentham Science Publishers LTD., pages 13–34, 2021.

- [`Journal`] Mukhiya SK, Wake JD, Inal Y, Pun KI, Lamo Yngve, Adaptive Elements in Internet-Delivered Psychological Treatment Systems: Systematic Review, JMIR, [doi: https://doi.org/10.2196/21066](https://www.jmir.org/2020/11/e21066).

- [`Conference`] Ahmed U., Lin J.CW., Wu J.MT., Djenouri Y., Srivastava G., Mukhiya S.K. (2020) [Efficient Mining of Pareto-Front High Expected Utility Patterns. In: Fujita H., Fournier-Viger P., Ali M., Sasaki J. (eds) Trends in Artificial Intelligence Theory and Applications](https://doi.org/10.1007/978-3-030-55789-8_74). Artificial Intelligence Practices. IEA/AIE 2020. Lecture Notes in Computer Science, vol 12144. Springer, Cham. https://doi.org/10.1007/978-3-030-55789-8_74

- [`Conference`] Suresh Kumar Mukhiya, Usman Ahmed, Fazle Rabbi, Ka I Pun, & Yngve Lamo. [Adaptation of IDPT System Based on Patient-Authored Text Data Using NLP.](https://easychair-www.easychair.org/publications/preprint/fRkW)

- [`Journal`] S. K. Mukhiya, J. D. Wake, Y. Inal and Y. Lamo, "[Adaptive Systems for Internet-Delivered Psychological Treatments](https://ieeexplore.ieee.org/abstract/document/9118898)," in IEEE Access, doi: 10.1109/ACCESS.2020.3002793.

- [`Conference`] Usman Ahmed, Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, and Suresh Kumar Mukhiya, Mining of the Non-dominated High Expected Utility Patterns from Uncertain Databases, 2020, Accepted in [IEA/AIE 2020](https://jsasaki3.wixsite.com/ieaaie2020)

- [`Book Chapter`] Nordberg O.E. et al. (2020) [Designing Chatbots for Guiding Online Peer Support Conversations for Adults with ADHD. In: Følstad A. et al. (eds) Chatbot Research and Design. CONVERSATIONS 2019. Lecture Notes in Computer Science, vol 11970. Springer, Cham](https://link.springer.com/chapter/10.1007/978-3-030-39540-7_8)

- [`Conference`] Oda E. Nordberg, Suresh Kumar Mukhiya, Frode Guribye, Eivind Flobak, Robin Kenter, Daniel A. Jensen, Astri Lundervold, Tine Nordgreen . The design of a chatbot for guiding peer support chats between adults with ADHD , May 14, 2019 (https://www.norsrii.no/)

- [`Conference`] Suresh Kumar Mukhiya, Fazle Rabbi, Violet Ka I Pun, Adrian Rutle, Yngve Lamo, A GraphQL approach to Healthcare Information Exchange with HL7 FHIR, Procedia Computer Science, Volume 160, 2019, Pages 338-345, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2019.11.082. (http://www.sciencedirect.com/science/article/pii/S187705091931782X)

- [`Workshop`] Suresh Kumar Mukhiya, Fazle Rabbi, Ka I Pun, and Yngve Lamo. 2019. [An architectural design for self-reporting e-health systems](https://doi.org/10.1109/SEH.2019.00008). In Proceedings of the 1st International Workshop on Software Engineering for Healthcare (SEH ’19). IEEE Press, 1–8. DOI: https://doi.org/10.1109/SEH.2019.00008

- [`Journal Paper`] Mukhiya, Suresh Kumar, & Hoang Hung, K. (2018). [An Architectural Style for Single Page Scalable Modern Web Application, 5(4), 6–13](https://www.ijrra.net/Vol5issue4/IJRRA-05-04-02.pdf), International Journal of Recent Research Aspects ISSN: 2349-7688, Vol. 5

# Posters

- `Best poster award, 2019` [An architecture for creating self-reporting ehealth systems](https://github.com/sureshHARDIYA/phd-resources/tree/master/Posters/Workshop%20at%20HVl)

# Tutorials

- [Getting Started With Python](https://medium.com/@dr_code_skm/getting-started-with-machine-learning-with-python-part-1-83450a4a6b48)
- [How does GraphQL work?](https://skmukhiya.netlify.com/how-does-graphql-work/)
- [How does GraphQL GraphQL does query parsing and validation?](https://skmukhiya.netlify.com/how-does-graphql-work/)

# Blogs and News

- [Difference between software architecture and software design](https://www.skmukhiya.com.np/difference-between-software-architecture-and-software-design/)
- [What is information architecture](https://skmukhiya.netlify.com/theory-about-information-architecture)
- [What mental health issues INTROMAT is dealing with?](https://www.skmukhiya.com.np/what-are-the-mental-health-conditions-we-are-referring-here/)
- [Facts about Depression](https://www.skmukhiya.com.np/depression/)
- [Correlation between Sleep and mental health problems](https://www.skmukhiya.com.np/correlation-between-sleep-and-mental-health-problems/)
- [Adaptive Technology in Mental Health issues](https://www.skmukhiya.com.np/adaptive-technology-in-mental-health/)

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