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Home > Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part VII > Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis
Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part VII |
Anne L. Martel; Purang Abolmaesumi; Danail Stoyanov; Diana Mateus; Maria A. Zuluaga; S. Kevin Zhou; Daniel Racoceanu; Leo Joskowicz
Springer International Publishing
Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part VII
Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis
Authors

Soham Gadgil; Qingyu Zhao; Adolf Pfefferbaum; Edith V. Sullivan; Ehsan Adeli; Kilian M. Pohl

ARI Id

1665278919781_5692371

Access

Not Available Free

Pages

528-538

DOI

10.1007/978-3-030-59728-3_52

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-59728-3_52

Table of Contents of Book
Showing 1 to 20 of 85 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-xxxvii
Front Matter
1-1
A New Metric for Characterizing Dynamic Redundancy of Dense Brain Chronnectome and Its Application to Early Detection of Alzheimer’s Disease
Maryam Ghanbari; Li-Ming Hsu; Zhen Zhou; Amir Ghanbari; Zhanhao Mo; Pew-Thian Yap et al.
3-12
A Computational Framework for Dissociating Development-Related from Individually Variable Flexibility in Regional Modularity Assignment in Early Infancy
Mayssa Soussia; Xuyun Wen; Zhen Zhou; Bing Jin; Tae-Eui Kam; Li-Ming Hsu et al.
13-21
Domain-Invariant Prior Knowledge Guided Attention Networks for Robust Skull Stripping of Developing Macaque Brains
Tao Zhong; Yu Zhang; Fenqiang Zhao; Yuchen Pei; Lufan Liao; Zhenyuan Ning et al.
22-32
Parkinson’s Disease Detection from fMRI-Derived Brainstem Regional Functional Connectivity Networks
Nandinee Fariah Haq; Jiayue Cai; Tianze Yu; Martin J. McKeown; Z. Jane Wang
33-43
Persistent Feature Analysis of Multimodal Brain Networks Using Generalized Fused Lasso for EMCI Identification
Jin Li; Chenyuan Bian; Dandan Chen; Xianglian Meng; Haoran Luo; Hong Liang et al.
44-52
Recovering Brain Structural Connectivity from Functional Connectivity via Multi-GCN Based Generative Adversarial Network
Lu Zhang; Li Wang; Dajiang Zhu
53-61
From Connectomic to Task-Evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-State Functional Connectivity
Gia H. Ngo; Meenakshi Khosla; Keith Jamison; Amy Kuceyeski; Mert R. Sabuncu
62-71
Disentangled Intensive Triplet Autoencoder for Infant Functional Connectome Fingerprinting
Dan Hu; Fan Wang; Han Zhang; Zhengwang Wu; Li Wang; Weili Lin et al.
72-82
COVLET: Covariance-Based Wavelet-Like Transform for Statistical Analysis of Brain Characteristics in Children
Fan Yang; Amal Isaiah; Won Hwa Kim
83-93
Species-Shared and -Specific Structural Connections Revealed by Dirty Multi-task Regression
Tuo Zhang; Zhibin He; Xi Jiang; Lei Guo; Xiaoping Hu; Tianming Liu et al.
94-103
Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis
Nina Cheng; Alejandro Frangi; Zhi-Guo Zhang; Denao Deng; Lihua Zhao; Tianfu Wang et al.
104-113
Unified Brain Network with Functional and Structural Data
Jing Yang; Qi Zhu; Rui Zhang; Jiashuang Huang; Daoqiang Zhang
114-123
Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease
Xuegang Song; Alejandro Frangi; Xiaohua Xiao; Jiuwen Cao; Tianfu Wang; Baiying Lei
124-133
Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features
Xin Zhang; Jiale Cheng; Hao Ni; Chenyang Li; Xiangmin Xu; Zhengwang Wu et al.
134-144
Masked Multi-Task Network for Case-Level Intracranial Hemorrhage Classification in Brain CT Volumes
Dongang Wang; Chenyu Wang; Lynette Masters; Michael Barnett
145-154
Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates
Mustafa Burak Gurbuz; Islem Rekik
155-165
Supervised Multi-topology Network Cross-Diffusion for Population-Driven Brain Network Atlas Estimation
Islem Mhiri; Mohamed Ali Mahjoub; Islem Rekik
166-176
Partial Volume Segmentation of Brain MRI Scans of Any Resolution and Contrast
Benjamin Billot; Eleanor Robinson; Adrian V. Dalca; Juan Eugenio Iglesias
177-187
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 85 entries
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