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PhDThesis

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A.Biguri PhD thesis: Iterative Reconstruction and Motion compensation in Computed Tomography on GPUs

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# Iterative Reconstruction and Motion compensation in Computed Tomography on GPUs

PhD Thesis by Ander Biguri, 2018.

University of Bath,

Thesis supervisors: Manucherh Soleimani, Steven Hancock, Manjit Dosanjh

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This thesis describes the research done for the [TIGRE toolbox](https://github.com/CERN/TIGRE) and further.

**Chapter 1:** Introduces the thesis and its contents

**Chapter 2:** Introduces Cancer treatment and CT imaging

If you are here because of the TIGRE toolbox, the most relevant stuff is on:

**Chapter 3**: Mathematics of the algorithms in TIGRE

**Chapter 4**: GPU implementation of tomographic operations in detail.

**Chapter 5**: Brief showcase/study of behaviour  of algorithms in TIGRE.

If you are here because if the Motion compensation code, you'd like to read

**Chapter 6**: General proposition of a GPU accelerated motion compensation algorithm

**Chapter 7**: Numerical study of the algorithm under controlled  conditions.

Topic: `X-ray tomography`, `CBCT`, `Iterative reconstruction`, `GPU computing`, `Motion compensation`.

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Contact: ander.biguri@gmail.com