BrainNNExplainer: An Interpretable Graph Neural Network Framework for
Brain Network based Disease Analysis

BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis

11 July 2021

Papers citing "BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis"

13 / 13 papers shown

Title
Adaptive Critical Subgraph Mining for Cognitive Impairment Conversion Prediction with T1-MRI-based Brain Network Yilin Leng Wenju Cui Chen Bai Xi Jiang Shuangqing Chen Jian Zheng 27 0 0 20 Mar 2024
Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks Gao Li M. Duda X. Zhang Danai Koutra Yujun Yan 6 8 0 26 Jun 2023
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis Kaizhong Zheng Shujian Yu Badong Chen CML 21 31 0 04 Jan 2023
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction Ali Behrouz Margo Seltzer 14 19 0 15 Nov 2022
Functional Connectome of the Human Brain with Total Correlation Qiang Li Greg Ver Steeg Shujian Yu Jesús Malo 8 21 0 06 Oct 2022
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks Jing Liu Tongya Zheng Qinfen Hao 22 7 0 25 Jul 2022
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model Haoteng Tang Guixiang Ma Lei Guo Xiyao Fu Heng-Chiao Huang L. Zhang 16 24 0 14 Jul 2022
Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning Yi Yang Yanqiao Zhu Hejie Cui Xuan Kan Lifang He Ying Guo Carl Yang 28 30 0 09 Jun 2022
Principle of Relevant Information for Graph Sparsification Shujian Yu Francesco Alesiani Wenzhe Yin Robert Jenssen José C. Príncipe 11 10 0 31 May 2022
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck Kaizhong Zheng Shujian Yu Baojuan Li Robert Jenssen Badong Chen AI4MH 8 9 0 07 May 2022
Interpretable Graph Convolutional Network of Multi-Modality Brain Imaging for Alzheimer's Disease Diagnosis Houliang Zhou Lifang He Yu Zhang Li Shen Brian Chen 10 24 0 27 Apr 2022
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks Hejie Cui Wei Dai Yanqiao Zhu Xuan Kan Antonio Aodong Chen Gu Joshua Lukemire Liang Zhan Lifang He Ying Guo Carl Yang 8 112 0 17 Mar 2022
Explainability in Graph Neural Networks: A Taxonomic Survey Hao Yuan Haiyang Yu Shurui Gui Shuiwang Ji 162 590 0 31 Dec 2020