Online-Ressource
Linköping :Linköping University Electronic Press,
UID:
kobvindex_HPB1129214447
Umfang:
1 online resource (108 pages)
ISBN:
9789175190037
,
9175190036
Anmerkung:
Intro; Abstract; Acknowledgments; Contents; List of Figures; List of Tables; Introduction; Introduction; Research questions; Outline; Included publications; Abbreviations; Reproducibility and ethics; Magnetic resonance imaging; History of MRI; MR physics; MR signals; MR spatial encoding; k-space; Diffusion MRI; History of Diffusion MRI; Diffusion basics; Diffusion MRI techniques; Preprocessing of diffusion MRI data; Introduction; Susceptibility-induced distortion correction; Eddy-current-induced distortion correction; Head motion correction; Discussion; Tractography; Introduction
,
Deterministic tractographyProbabilistic tractography; Stopping and rejection criteria; Limitations; Uncertainty in diffusion models; Introduction; Bootstrap; Bayesian methods; Reducing uncertainty using a spatial model; Deep learning in diffusion MRI; Introduction; Architectures; Applications; Summary of papers; Introduction; Paper I -- Repeated tractography of a single subject: how high is the variance?; Paper II -- Bayesian diffusion tensor estimation with spatial priors; Paper III -- Multi-fiber estimation and tractography for diffusion MRI using mixture of non-central Wishart distributions
,
Paper IV -- Using the wild bootstrap to quantify uncertainty in mean apparent propagator MRIPaper V -- Generating diffusion MRI scalar maps; Paper VI -- Evaluation of six phase encoding based susceptibility distortion correction methods for diffusion MRI; Bibliography; Papers
Weitere Ausg.:
Print version: Gu, Xuan. Advanced analysis of diffusion MRI data. Linköping : Linköping University Electronic Press, ©2019
Sprache:
Englisch
URL:
ProQuest Ebook Central
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