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

9783030358167, 9783030358174

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

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_18 ◽

2019 ◽

pp. 147-154

Author(s):

Shelda Sajeev ◽

Mariusz Bajger ◽

Gobert Lee

Keyword(s):

Breast Tumor ◽

Graph Modeling

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

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_9 ◽

2019 ◽

pp. 70-78 ◽

Cited By ~ 3

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

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

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_5 ◽

2019 ◽

pp. 36-43 ◽

Cited By ~ 3

Author(s):

Zhiwei Zhai ◽

Marius Staring ◽

Xuhui Zhou ◽

Qiuxia Xie ◽

Xiaojuan Xiao ◽

...

Keyword(s):

Neural Networks ◽

Pulmonary Artery ◽

Convolutional Neural Networks ◽

Convolutional Networks

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

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_12 ◽

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

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Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_10 ◽

2019 ◽

pp. 79-87 ◽

Cited By ~ 1

Author(s):

Shuangzhi Yu ◽

Guanghui Yue ◽

Ahmed Elazab ◽

Xuegang Song ◽

Tianfu Wang ◽

...

Keyword(s):

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Convolutional Network ◽

Multi Scale

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Graph Hyperalignment for Multi-subject fMRI Functional Alignment

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_1 ◽

2019 ◽

pp. 1-8

Author(s):

Weida Li ◽

Fang Chen ◽

Daoqiang Zhang

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Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_8 ◽

2019 ◽

pp. 62-69 ◽

Cited By ~ 4

Author(s):

Jelmer M. Wolterink ◽

Tim Leiner ◽

Ivana Išgum

Keyword(s):

Coronary Artery ◽

Ct Angiography ◽

Cardiac Ct ◽

Convolutional Networks ◽

Cardiac Ct Angiography ◽

Coronary Artery Segmentation

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Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality Reduction

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_6 ◽

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

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

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_2 ◽

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

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

Graph Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-35817-4_17 ◽

2019 ◽

pp. 138-146 ◽

Cited By ~ 1

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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Graph Learning in Medical Imaging - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

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

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

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

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

Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection

Graph Hyperalignment for Multi-subject fMRI Functional Alignment

Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography

Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality Reduction

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

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

Graph Learning in Medical Imaging - Lecture Notes in Computer Science
Latest Publications