Algorithms for Magnetic Resonance Imaging in Radiotherapy.

• Superior document: Linköping Studies in Science and Technology. Dissertations Series ; v.1905
• Author: Sjölund, Jens.
• 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
• Physical Description: 1 online resource (74 pages)

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.