MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI

MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI

3 July 2024

Yueyang Li

Nizhuan Wang

Papers citing "MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI"

18 / 18 papers shown

Title
MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction Luhui Cai Weiming Zeng Hongyu Chen Hua Zhang Yueyang Li Hongjie Yan Lingbin Bian Lingbin Bian Wai Ting Siok Nizhuan Wang MedIm 80 3 0 20 Jun 2024
Community-Aware Transformer for Autism Prediction in fMRI Connectome Anushree Bannadabhavi Soojin Lee Wenlong Deng Xiaoxiao Li 12 22 0 24 Jun 2023
A Survey on Oversmoothing in Graph Neural Networks T. Konstantin Rusch Michael M. Bronstein Siddhartha Mishra 70 199 0 20 Mar 2023
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification Lanning Wei Zhiqiang He Huan Zhao Quanming Yao 72 16 0 17 Feb 2023
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis Kaizhong Zheng Shujian Yu Badong Chen CML 77 33 0 04 Jan 2023
Brain Network Transformer Xuan Kan Wei Dai Hejie Cui Zilong Zhang Ying Guo Carl Yang MedIm 41 102 0 13 Oct 2022
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity Mianxin Liu Han Zhang F. Shi Dinggang Shen 71 26 0 22 Sep 2022
MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification Shuang He Haitong Tang Xia Lu Hongjie Yan Ni-zhuan Wang 50 2 0 07 Oct 2021
RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Imagesbased Semantic Segmentation Shuang He Xia Lu J. Gu Haitong Tang Qin Yu Kaiyue Liu H. Ding Chunqi Chang Ni-zhuan Wang 81 15 0 19 Sep 2021
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation Haitong Tang Shuang He Mengduo Yang Xia Lu Qin Yu Kaiyue Liu Hongjie Yan Ni-zhuan Wang SSeg 48 14 0 01 Aug 2021
Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment Wen Yu Baiying Lei Michael K. Ng Albert C. Cheung Yanyan Shen Shuqiang Wang 31 105 0 03 Aug 2020
Second-Order Pooling for Graph Neural Networks Zhengyang Wang Shuiwang Ji GNN 48 81 0 20 Jul 2020
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View Deli Chen Yankai Lin Wei Li Peng Li Jie Zhou Xu Sun 70 1,096 0 07 Sep 2019
Global Second-order Pooling Convolutional Networks Zilin Gao Jiangtao Xie Qilong Wang P. Li 51 332 0 29 Nov 2018
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 149 658 0 22 May 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 565 10,726 0 19 Feb 2017
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example Alexandre Abraham M. Milham A. di Martino Cameron R. Craddock Dimitris Samaras Bertrand Thirion Gaël Varoquaux 36 570 0 18 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 494 28,901 0 09 Sep 2016