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

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

13 / 13 papers shown

Title
Uncovering Alzheimer's Disease Progression via SDE-based Spatio-Temporal Graph Deep Learning on Longitudinal Brain Networks Houliang Zhou Rong Zhou Y. Liu K. Zhao Li Shen Brian Chen Yu Zhang Lifang He Alzheimer's Disease Neuroimaging Initiative 76 0 0 26 Sep 2025
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 172 2 0 20 Mar 2024
Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2023 Gao Li M. Duda Xinming Zhang Danai Koutra Yujun Yan 186 15 0 26 Jun 2023
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric DiagnosisNeural Networks (Neural Netw.), 2023 Kaizhong Zheng Shujian Yu Badong Chen CML 346 51 0 04 Jan 2023
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction Ali Behrouz Margo Seltzer 177 24 0 15 Nov 2022
Functional Connectome of the Human Brain with Total Correlation Qiang Li Greg Ver Steeg Shujian Yu Jesús Malo 315 28 0 06 Oct 2022
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural NetworksNeurocomputing (Neurocomputing), 2022 Jing Liu Tongya Zheng Qinfen Hao 109 10 0 25 Jul 2022
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling ModelIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Haoteng Tang Guixiang Ma Lei Guo Xiyao Fu Heng-Chiao Huang Li Zhang 158 34 0 14 Jul 2022
Data-Efficient Brain Connectome Analysis via Multi-Task Meta-LearningKnowledge Discovery and Data Mining (KDD), 2022 Yi Yang Yanqiao Zhu Hejie Cui Xuan Kan Lifang He Ying Guo Carl Yang 129 34 0 09 Jun 2022
Principle of Relevant Information for Graph SparsificationConference on Uncertainty in Artificial Intelligence (UAI), 2022 Shujian Yu Francesco Alesiani Wenzhe Yin Robert Jenssen José C. Príncipe 183 13 0 31 May 2022
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information BottleneckIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Kaizhong Zheng Shujian Yu Baojuan Li Robert Jenssen Badong Chen AI4MH 252 29 0 07 May 2022
Interpretable Graph Convolutional Network of Multi-Modality Brain Imaging for Alzheimer's Disease DiagnosisIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Houliang Zhou Lifang He Yu Zhang Li Shen Brian Chen 122 32 0 27 Apr 2022
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural NetworksIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Hejie Cui Wei Dai Yanqiao Zhu Xuan Kan Antonio Aodong Chen Gu Joshua Lukemire Chen Tang Lifang He Ying Guo Carl Yang 198 162 0 17 Mar 2022