Connectomics in NeuroImaging
Third International Workshop, CNI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
Editors: Schirmer, M.D., Venkataraman, A., Rekik, I., Kim, M., Chung, A.W. (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the Third International Workshop on Connectomics in NeuroImaging, CNI 2019, held in conjunction with MICCAI 2019 in Shenzhen, China, in October 2019.
The 13 full papers presented were carefully reviewed and selected from 14 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.
- Table of contents (13 chapters)
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Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson’s Disease Diagnosis
Pages 1-9
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A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity
Pages 10-20
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Graph Morphology-Based Genetic Algorithm for Classifying Late Dementia States
Pages 21-31
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Covariance Shrinkage for Dynamic Functional Connectivity
Pages 32-41
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Rapid Acceleration of the Permutation Test via Transpositions
Pages 42-53
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Table of contents (13 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Connectomics in NeuroImaging
- Book Subtitle
- Third International Workshop, CNI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
- Editors
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- Markus D. Schirmer
- Archana Venkataraman
- Islem Rekik
- Minjeong Kim
- Ai Wern Chung
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 11848
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-32391-2
- DOI
- 10.1007/978-3-030-32391-2
- Softcover ISBN
- 978-3-030-32390-5
- Edition Number
- 1
- Number of Pages
- X, 139
- Number of Illustrations
- 2 b/w illustrations, 51 illustrations in colour
- Topics
