Graph Learning in Medical Imaging - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783030358167, 9783030358174
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Graph Modeling for Identifying Breast Tumor Located in Dense Background of a Mammogram

2019 ◽  
pp. 147-154
Author(s):  
Shelda Sajeev ◽  
Mariusz Bajger ◽  
Gobert Lee
Keyword(s):  
Breast Tumor ◽  
Graph Modeling

Triplet Graph Convolutional Network for Multi-scale Analysis of Functional Connectivity Using Functional MRI

2019 ◽  
pp. 70-78 ◽  
Author(s):  
Dongren Yao ◽  
Mingxia Liu ◽  
Mingliang Wang ◽  
Chunfeng Lian ◽  
Jie Wei ◽  
...  
Keyword(s):  
Functional Connectivity ◽  
Functional Mri ◽  
Scale Analysis ◽  
Convolutional Network ◽  
Multi Scale ◽  
Multi Scale Analysis

Linking Convolutional Neural Networks with Graph Convolutional Networks: Application in Pulmonary Artery-Vein Separation

2019 ◽  
pp. 36-43 ◽  
Author(s):  
Zhiwei Zhai ◽  
Marius Staring ◽  
Xuhui Zhou ◽  
Qiuxia Xie ◽  
Xiaojuan Xiao ◽  
...  
Keyword(s):  
Neural Networks ◽  
Pulmonary Artery ◽  
Convolutional Neural Networks ◽  
Convolutional Networks

Identification of Functional Connectivity Features in Depression Subtypes Using a Data-Driven Approach

2019 ◽  
pp. 96-103
Author(s):  
Xingjuan Li ◽  
Samantha Burnham ◽  
Jurgen Fripp ◽  
Yu Li ◽  
Xue Li ◽  
...  
Keyword(s):  
Functional Connectivity ◽  
Data Driven ◽  
Data Driven Approach ◽  
Depression Subtypes

Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection

2019 ◽  
pp. 79-87 ◽  
Author(s):  
Shuangzhi Yu ◽  
Guanghui Yue ◽  
Ahmed Elazab ◽  
Xuegang Song ◽  
Tianfu Wang ◽  
...  
Keyword(s):  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Convolutional Network ◽  
Multi Scale

Graph Hyperalignment for Multi-subject fMRI Functional Alignment

2019 ◽  
pp. 1-8
Author(s):  
Weida Li ◽  
Fang Chen ◽  
Daoqiang Zhang

Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality Reduction

2019 ◽  
pp. 44-52
Author(s):  
Oleh Dzyubachyk ◽  
Kirsten Koolstra ◽  
Nicola Pezzotti ◽  
Boudewijn P. F. Lelieveldt ◽  
Andrew Webb ◽  
...  
Keyword(s):  
Comparative Analysis ◽  
Magnetic Resonance ◽  
Dimensionality Reduction

Interactive 3D Segmentation Editing and Refinement via Gated Graph Neural Networks

2019 ◽  
pp. 9-17
Author(s):  
Xiaosong Wang ◽  
Ling Zhang ◽  
Holger Roth ◽  
Daguang Xu ◽  
Ziyue Xu
Keyword(s):  
Neural Networks ◽  
3D Segmentation ◽  
Interactive 3D ◽  
Graph Neural Networks

Discriminative-Region-Aware Residual Network for Adolescent Brain Structure and Cognitive Development Analysis

2019 ◽  
pp. 138-146 ◽  
Author(s):  
Yongsheng Pan ◽  
Mingxia Liu ◽  
Li Wang ◽  
Yong Xia ◽  
Dinggang Shen
Keyword(s):  
Cognitive Development ◽  
Brain Structure ◽  
Residual Network ◽  
Development Analysis
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