Algorithms for Magnetic Resonance Imaging in Radiotherapy.
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| Superior document: | Linköping Studies in Science and Technology. Dissertations Series ; v.1905 |
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| Place / Publishing House: | Linköping : : Linkopings Universitet,, 2018. {copy}2018. |
| Year of Publication: | 2018 |
| Edition: | 1st ed. |
| Language: | English |
| Series: | Linköping Studies in Science and Technology. Dissertations Series
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| Online Access: | |
| Physical Description: | 1 online resource (74 pages) |
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Table of Contents:
- Intro
- POPULÄRVETENSKAPLIG SAMMANFATTNING
- ABSTRACT
- Acknowledgments
- Contents
- List of Figures
- List of Tables
- Introduction
- Aim
- Research questions
- Thesis outline
- Abbreviations
- Radiotherapy
- Radiobiology
- Radiotherapy modalities
- Physics of Cobalt-60 radiation
- Treatment planning
- Magnetic resonance imaging
- The origin of the MR signal
- Pulse sequences
- Signal localization
- Diffusion MRI
- Diffusion
- Measuring diffusion with MRI
- Diffusional variance decomposition (DIVIDE)
- Probabilistic modelling
- Regression models in diffusion MRI
- Bayesian linear regression
- Gaussian processes
- The connection between Bayesian linear regression and Gaussian processes
- Summary of papers
- Bibliography
- Papers.