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|a 9789175190037
|q (electronic bk.)
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|a (MiAaPQ)EBC5983936
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|a Gu, Xuan.
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|a Advanced Analysis of Diffusion MRI Data.
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|a 1st ed.
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|a Linköping :
|b Linkopings Universitet,
|c 2019.
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|c {copy}2019.
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|a 1 online resource (108 pages)
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a Linköping Studies in Science and Technology. Dissertations Series ;
|v v.2017
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|a 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 tractography -- Probabilistic 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 MRI -- Paper V - Generating diffusion MRI scalar maps -- Paper VI - Evaluation of six phase encoding based susceptibility distortion correction methods for diffusion MRI -- Bibliography -- Papers.
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|a Description based on publisher supplied metadata and other sources.
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|a Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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|a Electronic books.
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|i Print version:
|a Gu, Xuan
|t Advanced Analysis of Diffusion MRI Data
|d Linköping : Linkopings Universitet,c2019
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| 797 |
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|a ProQuest (Firm)
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| 830 |
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|a Linköping Studies in Science and Technology. Dissertations Series
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| 856 |
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|u https://ebookcentral.proquest.com/lib/matrademy/detail.action?docID=5983936
|z Click to View
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