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Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders

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Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders Synopsis

This thesis covers various facets of brain image computing methods and illustrates the scientific understanding of neurodegenerative disorders based on four general aspects of multimodal neuroimaging computing: neuroimaging data pre-processing, brain feature modeling, pathological pattern analysis, and translational model development. It demonstrates how multimodal neuroimaging computing techniques can be integrated and applied to neurodegenerative disease research and management, highlighting relevant examples and case studies. Readers will also discover a number of interesting extension topics in longitudinal neuroimaging studies, subject-centered analysis, and the brain connectome. As such, the book will benefit all health informatics postgraduates, neuroscience researchers, neurology and psychiatry practitioners, and policymakers who are interested in medical image computing and computer-assisted interventions.




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About This Edition

ISBN: 9789811035326
Publication date:
Author: Sidong Liu
Publisher: Springer an imprint of Springer Nature Singapore
Format: Hardback
Pagination: 136 pages
Series: Springer Theses
Genres: Human–computer interaction
Computer vision
Digital signal processing (DSP)
Electronics engineering