Graph Learning in Medical Imaging - First International Workshop, GLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings - researchr publication

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Daoqiang Zhang, Luping Zhou, Biao Jie, Mingxia Liu, editors, Graph Learning in Medical Imaging - First International Workshop, GLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Volume 11849 of Lecture Notes in Computer Science, Springer, 2019. [doi]

Conference: miccai2019

Abstract is missing.

Graph Hyperalignment for Multi-subject fMRI Functional AlignmentWeida Li, Fang Chen, Daoqiang Zhang. 1-8 [doi]

Interactive 3D Segmentation Editing and Refinement via Gated Graph Neural NetworksXiaosong Wang, Ling Zhang, Holger Roth, Daguang Xu, Ziyue Xu. 9-17 [doi]

Adaptive Thresholding of Functional Connectivity Networks for fMRI-Based Brain Disease AnalysisZhengdong Wang, Biao Jie, Weixin Bian, Daoqiang Zhang, Dinggang Shen, Mingxia Liu. 18-26 [doi]

Graph-Kernel-Based Multi-task Structured Feature Selection on Multi-level Functional Connectivity Networks for Brain Disease ClassificationZhengdong Wang, Biao Jie, Mi Wang, Chunxiang Feng, Wen Zhou 0005, Dinggang Shen, Mingxia Liu. 27-35 [doi]

Linking Convolutional Neural Networks with Graph Convolutional Networks: Application in Pulmonary Artery-Vein SeparationZhiwei Zhai, Marius Staring, Xuhui Zhou, Qiuxia Xie, Xiaojuan Xiao, M. Els Bakker, Lucia J. M. Kroft, Boudewijn P. F. Lelieveldt, Gudula J. A. M. Boon, Frederikus A. Klok, Berend C. Stoel. 36-43 [doi]

Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality ReductionOleh Dzyubachyk, Kirsten Koolstra, Nicola Pezzotti, Boudewijn P. F. Lelieveldt, Andrew Webb, Peter Börnert. 44-52 [doi]

Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD PatientsLasse Hansen, Doris Dittmer, Mattias P. Heinrich. 53-61 [doi]

Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT AngiographyJelmer M. Wolterink, Tim Leiner, Ivana Isgum. 62-69 [doi]

Triplet Graph Convolutional Network for Multi-scale Analysis of Functional Connectivity Using Functional MRIDongren Yao, Mingxia Liu, Mingliang Wang, Chunfeng Lian, Jie Wei, Li Sun, Jing Sui, Dinggang Shen. 70-78 [doi]

Multi-scale Graph Convolutional Network for Mild Cognitive Impairment DetectionShuangzhi Yu, Guanghui Yue, Ahmed Elazab, Xuegang Song, Tianfu Wang, Baiying Lei. 79-87 [doi]

DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural NetworksFeihong Liu, Jun Feng 0003, Geng Chen, Ye Wu, Yoonmi Hong, Pew-Thian Yap, Dinggang Shen. 88-95 [doi]

Identification of Functional Connectivity Features in Depression Subtypes Using a Data-Driven ApproachXingjuan Li, Samantha Burnham, Jurgen Fripp, Yu Li, Xue Li, Amir Fazlollahi, Pierrick Bourgeat. 96-103 [doi]

Movie-Watching fMRI Reveals Inter-subject Synchrony Alteration in Functional Brain Activity in ADHDChao Tang, Ziyi Huang, Senyu Zhou, Qi Wang, Fa Yi, Jingxin Nie. 104-111 [doi]

Weakly- and Semi-supervised Graph CNN for Identifying Basal Cell Carcinoma on Pathological ImagesJunyan Wu, Jia-Xing Zhong, Eric Z. Chen, Jingwei Zhang, Jay J. Ye, Limin Yu. 112-119 [doi]

Geometric Brain Surface Network for Brain Cortical ParcellationWen Zhang, Yalin Wang 0001. 120-129 [doi]

Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNNYankun Lang, Li Wang 0026, Pew-Thian Yap, Chunfeng Lian, Hannah H. Deng, Kim-Han Thung, Deqiang Xiao, Peng Yuan, Steve G. F. Shen, Jaime Gateno, Tianshu Kuang, David M. Alfi, James J. Xia, Dinggang Shen. 130-137 [doi]

Discriminative-Region-Aware Residual Network for Adolescent Brain Structure and Cognitive Development AnalysisYongsheng Pan, Mingxia Liu, Li Wang 0026, Yong Xia, Dinggang Shen. 138-146 [doi]

Graph Modeling for Identifying Breast Tumor Located in Dense Background of a MammogramShelda Sajeev, Mariusz Bajger, Gobert N. Lee. 147-154 [doi]

OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder LearningPeng Yang, Lili Jin, Chuangyong Xu, Tianfu Wang, Baiying Lei, Ziwen Peng. 155-163 [doi]

A Longitudinal MRI Study of Amygdala and Hippocampal Subfields for Infants with Risk of AutismGuannan Li, Meng-Hsiang Chen, Gang Li 0001, Di Wu, Chunfeng Lian, Quansen Sun, Dinggang Shen, Li Wang 0026. 164-171 [doi]

CNS: CycleGAN-Assisted Neonatal Segmentation Model for Cross-DatasetsJian Chen, Zhenghan Fang, Deqiang Xiao, Duc Toan Bui, Kim-Han Thung, Xianjun Li, Jian Yang, Weili Lin, Gang Li 0001, Dinggang Shen, Li Wang 0026. 172-179 [doi]

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