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The Resource Multimodal neuroimaging computing for the characterization of neurodegenerative disorders, Sidong Liu

Multimodal neuroimaging computing for the characterization of neurodegenerative disorders, Sidong Liu

Label
Multimodal neuroimaging computing for the characterization of neurodegenerative disorders
Title
Multimodal neuroimaging computing for the characterization of neurodegenerative disorders
Statement of responsibility
Sidong Liu
Creator
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Liu, Sidong
Dewey number
616.80754
Index
no index present
LC call number
RC394.D35
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Springer theses
http://library.link/vocab/subjectName
  • Nervous system
  • Neurodegenerative Diseases
  • Computer Science
  • User Interfaces and Human Computer Interaction
  • Signal, Image and Speech Processing
  • Image Processing and Computer Vision
Label
Multimodal neuroimaging computing for the characterization of neurodegenerative disorders, Sidong Liu
Instantiates
Publication
Note
"Doctoral thesis accepted by the University of Sydney, Sydney, Australia."
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Background -- Datasets and Pre-processing -- Neurodegenerative Feature Modeling and Learning -- Neurodegenerative Pattern Analysis -- Alzheimer?s Disease Staging and Prediction -- Neuroimaging Content-Based Retrieval -- Conclusions and Future Directions
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9789811035333
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-3533-3
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
ocn968243581
Label
Multimodal neuroimaging computing for the characterization of neurodegenerative disorders, Sidong Liu
Publication
Note
"Doctoral thesis accepted by the University of Sydney, Sydney, Australia."
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Background -- Datasets and Pre-processing -- Neurodegenerative Feature Modeling and Learning -- Neurodegenerative Pattern Analysis -- Alzheimer?s Disease Staging and Prediction -- Neuroimaging Content-Based Retrieval -- Conclusions and Future Directions
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9789811035333
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-3533-3
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
ocn968243581

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