Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity

5 June 2018

Papers citing "Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity"

26 / 26 papers shown

Title
Atlas-free Brain Network Transformer Shuai Huang Xuan Kan J. Lah Deqiang Qiu 75 0 0 30 Sep 2025
AI for the prediction of early stages of Alzheimer's disease from neuroimaging biomarkers -- A narrative review of a growing field Thorsten Rudroff O. Rainio R. Klén 199 20 0 25 Jun 2024
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks Bishal Thapaliya Robyn L. Miller Jiayu Chen Yu-Ping Wang Esra Akbas ... Bhaskar Ray Pranav Suresh Santosh Ghimire Vince D. Calhoun Jingyu Liu 104 19 0 19 May 2024
A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data Jungwon Choi Seongho Keum Eunggu Yun Byung-Hoon Kim Juho Lee 243 8 0 04 Dec 2023
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data Bishal Thapaliya Esra Akbas Jiayu Chen Ram Sapkota Bhaskar Ray Pranav Suresh Vince D. Calhoun Jingyu Liu 275 30 0 06 Nov 2023
TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis Xiangzhu Meng Wei Wei Qiang Liu Shu Wu Liang Wang 75 0 0 14 Sep 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRIIEEE Transactions on Medical Imaging (TMI), 2023 H. Bedel Tolga Çukur DiffM MedIm 240 41 0 18 Jul 2023
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
Multi-Head Graph Convolutional Network for Structural Connectome Classification Anees Kazi Jocelyn M Mora Bruce Fischl Yun Cao I. Aganj 262 4 0 02 May 2023
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 162 34 0 14 Jul 2022
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerInternational Conference on Pattern Recognition (ICPR), 2022 Maksim Zhdanov S. Steinmann Nico Hoffmann 160 14 0 04 Jun 2022
BolT: Fused Window Transformers for fMRI Time Series Analysis H. Bedel Irmak Sivgin Onat Dalmaz S. Dar Tolga Çukur 291 89 0 23 May 2022
Functional2Structural: Cross-Modality Brain Networks Representation Learning Haoteng Tang Xiyao Fu Lei Guo Yalin Wang S. Mackin O. Ajilore Alex Leow Paul M. Thompson Heng-Chiao Huang Chen Tang 165 0 0 06 May 2022
Deep reinforcement learning guided graph neural networks for brain network analysisNeural Networks (NN), 2022 Xusheng Zhao Hongzhi Zhang Hao Peng Amin Beheshti Jessica J. M. Monaghan ... Mark Dras Qiong Dai Yangyang Li Philip S. Yu Lifang He GNN 203 52 0 18 Mar 2022
Deep Dynamic Effective Connectivity Estimation from Multivariate Time SeriesIEEE International Joint Conference on Neural Network (IJCNN), 2022 Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis 284 3 0 04 Feb 2022
Knee Cartilage Defect Assessment by Graph Representation and Surface ConvolutionIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Zixu Zhuang Liping Si Sheng Wang Kai Xuan Xi Ouyang ... Zhong Xue Lichi Zhang Dinggang Shen Weiwu Yao Qian Wang 214 10 0 12 Jan 2022
Forecasting Brain Activity Based on Models of Spatio-Temporal Brain Dynamics: A Comparison of Graph Neural Network Architectures S. Wein Alina Schüller A. Tomé W. Malloni M. Greenlee E. Lang AI4CE 189 16 0 08 Dec 2021
Multiplex Graph Networks for Multimodal Brain Network Analysis Zhaoming Kong Lichao Sun Hao Peng Chen Tang Yong Chen Lifang He 160 7 0 31 Jul 2021
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionNeural Information Processing Systems (NeurIPS), 2021 Byung-Hoon Kim Jong Chul Ye Jae-Jin Kim 271 174 0 27 May 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and FutureItalian National Conference on Sensors (INS), 2021 David Ahmedt-Aristizabal M. Armin Akila Pemasiri Clinton Fookes L. Petersson 207 222 0 27 May 2021
A Graph Neural Network Framework for Causal Inference in Brain Networks S. Wein W. Malloni A. Tomé Sebastian M. Frank Gina-Isabelle Henze S. Wüst M. Greenlee E. Lang 188 59 0 14 Oct 2020
INSIDE: Steering Spatial Attention with Non-Imaging Information in CNNs Grzegorz Jacenków Alison Q. OÑeil Brian Mohr Sotirios A. Tsaftaris 153 9 0 21 Aug 2020
Deep Representation Learning For Multimodal Brain NetworksInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Wen Zhang Chen Tang P. Thompson Yalin Wang MedIm 116 27 0 19 Jul 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 283 155 0 21 May 2020
Towards a predictive spatio-temporal representation of brain data Tiago Azevedo L. Passamonti Pietro Lio N. Toschi 208 9 0 29 Feb 2020
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity AnalysisFrontiers in Neuroscience (Front. Neurosci.), 2020 Byung-Hoon Kim J. C. Ye AI4CE GNN 188 150 0 10 Jan 2020