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Interpretable Graph Neural Networks for Connectome-Based Brain Disorder
  Analysis

Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis

30 June 2022
Hejie Cui
Wei Dai
Yanqiao Zhu
Xiaoxiao Li
Lifang He
Carl Yang
ArXivPDFHTML

Papers citing "Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis"

5 / 5 papers shown
Title
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal
  Brain Functional Connectome Embedding
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding
Zijian Dong
Yilei Wu
Yu Xiao
J. Chong
Yueming Jin
J. Zhou
MedIm
17
5
0
03 Jul 2023
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical
  Development Patterns of Preterm Infants
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants
Chen Xue
Fan Wang
Yuanzhuo Zhu
Hui Li
Deyu Meng
Dinggang Shen
C. Lian
26
2
0
01 Jan 2023
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with
  Graph Neural Networks
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks
Yue Yu
Xuan Kan
Hejie Cui
Ran Xu
Yu Zheng
...
Kun Zhang
Razieh Nabi
Ying Guo
Chaogang Zhang
Carl Yang
4
17
0
01 Nov 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends
Trustworthy Graph Neural Networks: Aspects, Methods and Trends
He Zhang
Bang Wu
Xingliang Yuan
Shirui Pan
Hanghang Tong
Jian Pei
36
98
0
16 May 2022
Explainability in Graph Neural Networks: A Taxonomic Survey
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan
Haiyang Yu
Shurui Gui
Shuiwang Ji
159
463
0
31 Dec 2020
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