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

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

3 July 2024

Yueyang Li

Nizhuan Wang

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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 104 3 0 20 Jun 2024
Community-Aware Transformer for Autism Prediction in fMRI Connectome Anushree Bannadabhavi Soojin Lee Wenlong Deng Xiaoxiao Li 25 22 0 24 Jun 2023
A Survey on Oversmoothing in Graph Neural Networks T. Konstantin Rusch Michael M. Bronstein Siddhartha Mishra 87 207 0 20 Mar 2023
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification Lanning Wei Zhiqiang He Huan Zhao Quanming Yao 77 17 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 86 33 0 04 Jan 2023
Brain Network Transformer Xuan Kan Wei Dai Hejie Cui Zilong Zhang Ying Guo Carl Yang MedIm 58 105 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 86 27 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 52 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 96 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 55 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 51 105 0 03 Aug 2020
Second-Order Pooling for Graph Neural Networks Zhengyang Wang Shuiwang Ji GNN 63 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 90 1,109 0 07 Sep 2019
Global Second-order Pooling Convolutional Networks Zilin Gao Jiangtao Xie Qilong Wang P. Li 69 335 0 29 Nov 2018
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 185 659 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 675 10,786 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 58 574 0 18 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016

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