Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

24 March 2020

Qingyu Zhao

Papers citing "Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis"

11 / 11 papers shown

Title
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 80 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 35 1 0 17 Nov 2023
SwiFT: Swin 4D fMRI Transformer P. Y. Kim Junbeom Kwon Sunghwan Joo Sang-Peel Bae Donggyu Lee Yoonho Jung Shinjae Yoo Jiook Cha Taesup Moon MedIm 28 20 0 12 Jul 2023
Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection Yunpeng Zhao F. Zhou Bin Guo Bo Liu 22 4 0 11 Nov 2022
Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome Yueting Li Qingyue Wei Ehsan Adeli K. Pohl Qingyu Zhao 14 10 0 27 Oct 2022
fMRI-S4: learning short- and long-range dynamic fMRI dependencies using 1D Convolutions and State Space Models A. E. Gazzar R. Thomas G. Wingen 14 3 0 08 Aug 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications Kexin Ding Mu Zhou Zichen Wang Qiao Liu C. Arnold Shaoting Zhang Dimitris N. Metaxas GNN MedIm AI4CE 27 12 0 17 Feb 2022
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis 36 3 0 04 Feb 2022
Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI Jalal Mirakhorli 21 1 0 21 Jan 2022
Heterogeneous Graph-Based Multimodal Brain Network Learning Gen Shi Yifan Zhu Wenjin Liu Quanming Yao Xia Li 21 7 0 16 Oct 2021
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention Byung-Hoon Kim Jong Chul Ye Jae-Jin Kim 32 128 0 27 May 2021