Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis

10 January 2020

Papers citing "Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis"

9 / 9 papers shown

Title
Explainability of Deep Neural Networks for Brain Tumor Detection S. Park J. Kim MedIm 14 0 0 10 Oct 2024
Contextualized Messages Boost Graph Representations Brian Godwin Lim Galvin Brice Lim Renzo Roel Tan Kazushi Ikeda AI4CE 62 1 0 19 Mar 2024
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain Jungwon Choi Hyungi Lee Byung-Hoon Kim Juho Lee 67 0 0 11 Mar 2024
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI Xiatian Zhang Sisi Zheng Hubert P. H. Shum Haozheng Zhang Nan Song Mingkang Song Hongxiao Jia 33 1 0 17 Nov 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI H. Bedel Tolga Çukur DiffM MedIm 23 24 0 18 Jul 2023
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis 23 3 0 04 Feb 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 30 13 0 08 Dec 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 11 105 0 01 Jul 2021
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 229 1,935 0 09 Jun 2018