Front Matter ....Pages i-ix
Graph Hyperalignment for Multi-subject fMRI Functional Alignment (Weida Li, Fang Chen, Daoqiang Zhang)....Pages 1-8
Interactive 3D Segmentation Editing and Refinement via Gated Graph Neural Networks (Xiaosong Wang, Ling Zhang, Holger Roth, Daguang Xu, Ziyue Xu)....Pages 9-17
Adaptive Thresholding of Functional Connectivity Networks for fMRI-Based Brain Disease Analysis (Zhengdong Wang, Biao Jie, Weixin Bian, Daoqiang Zhang, Dinggang Shen, Mingxia Liu)....Pages 18-26
Graph-Kernel-Based Multi-task Structured Feature Selection on Multi-level Functional Connectivity Networks for Brain Disease Classification (Zhengdong Wang, Biao Jie, Mi Wang, Chunxiang Feng, Wen Zhou, Dinggang Shen et al.)....Pages 27-35
Linking Convolutional Neural Networks with Graph Convolutional Networks: Application in Pulmonary Artery-Vein Separation (Zhiwei Zhai, Marius Staring, Xuhui Zhou, Qiuxia Xie, Xiaojuan Xiao, M. Els Bakker et al.)....Pages 36-43
Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality Reduction (Oleh Dzyubachyk, Kirsten Koolstra, Nicola Pezzotti, Boudewijn P. F. Lelieveldt, Andrew Webb, Peter BΓΆrnert)....Pages 44-52
Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients (Lasse Hansen, Doris Dittmer, Mattias P. Heinrich)....Pages 53-61
Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography (Jelmer M. Wolterink, Tim Leiner, Ivana IΕ‘gum)....Pages 62-69
Triplet Graph Convolutional Network for Multi-scale Analysis of Functional Connectivity Using Functional MRI (Dongren Yao, Mingxia Liu, Mingliang Wang, Chunfeng Lian, Jie Wei, Li Sun et al.)....Pages 70-78
Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection (Shuangzhi Yu, Guanghui Yue, Ahmed Elazab, Xuegang Song, Tianfu Wang, Baiying Lei)....Pages 79-87
DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks (Feihong Liu, Jun Feng, Geng Chen, Ye Wu, Yoonmi Hong, Pew-Thian Yap et al.)....Pages 88-95
Identification of Functional Connectivity Features in Depression Subtypes Using a Data-Driven Approach (Xingjuan Li, Samantha Burnham, Jurgen Fripp, Yu Li, Xue Li, Amir Fazlollahi et al.)....Pages 96-103
Movie-Watching fMRI Reveals Inter-subject Synchrony Alteration in Functional Brain Activity in ADHD (Chao Tang, Ziyi Huang, Senyu Zhou, Qi Wang, Fa Yi, Jingxin Nie)....Pages 104-111
Weakly- and Semi-supervised Graph CNN for Identifying Basal Cell Carcinoma on Pathological Images (Junyan Wu, Jia-Xing Zhong, Eric Z. Chen, Jingwei Zhang, Jay J. Ye, Limin Yu)....Pages 112-119
Geometric Brain Surface Network for Brain Cortical Parcellation (Wen Zhang, Yalin Wang)....Pages 120-129
Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN (Yankun Lang, Li Wang, Pew-Thian Yap, Chunfeng Lian, Hannah Deng, Kim-Han Thung et al.)....Pages 130-137
Discriminative-Region-Aware Residual Network for Adolescent Brain Structure and Cognitive Development Analysis (Yongsheng Pan, Mingxia Liu, Li Wang, Yong Xia, Dinggang Shen)....Pages 138-146
Graph Modeling for Identifying Breast Tumor Located in Dense Background of a Mammogram (Shelda Sajeev, Mariusz Bajger, Gobert Lee)....Pages 147-154
OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning (Peng Yang, Lili Jin, Chuangyong Xu, Tianfu Wang, Baiying Lei, Ziwen Peng)....Pages 155-163
A Longitudinal MRI Study of Amygdala and Hippocampal Subfields for Infants with Risk of Autism (Guannan Li, Meng-Hsiang Chen, Gang Li, Di Wu, Chunfeng Lian, Quansen Sun et al.)....Pages 164-171
CNS: CycleGAN-Assisted Neonatal Segmentation Model for Cross-Datasets (Jian Chen, Zhenghan Fang, Deqiang Xiao, Duc Toan Bui, Kim-Han Thung, Xianjun Li et al.)....Pages 172-179
Back Matter ....Pages 181-182