1 option
Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders / by Sidong Liu.
- Format:
- Book
- Author/Creator:
- Liu, Sidong, author.
- Series:
- Computer Science (Springer-11645)
- Springer Theses, Recognizing Outstanding Ph.D. Research,. 2190-5053
- Springer Theses, Recognizing Outstanding Ph.D. Research, 2190-5053
- Language:
- English
- Subjects (All):
- User interfaces (Computer systems).
- Signal processing.
- Image processing.
- Speech processing systems.
- Optical data processing.
- User Interfaces and Human Computer Interaction.
- Signal, Image and Speech Processing.
- Image Processing and Computer Vision.
- Local Subjects:
- User Interfaces and Human Computer Interaction.
- Signal, Image and Speech Processing.
- Image Processing and Computer Vision.
- Physical Description:
- 1 online resource (XXV, 136 pages) : 35 illustrations, 14 illustrations in color.
- Edition:
- First edition 2017.
- Contained In:
- Springer eBooks
- Place of Publication:
- Singapore : Springer Singapore : Imprint: Springer, 2017.
- System Details:
- text file PDF
- 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. <.
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-10-3533-3
- 9789811035333
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.