Characterization Multimodal Connectivity of Brain Network by Hypergraph
GAN for Alzheimer's Disease Analysis

Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis

21 July 2021

Shuqiang Wang

ArXiv (abs)PDF HTML

Papers citing "Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis"

15 / 15 papers shown

Title
Recent Advances in Hypergraph Neural Networks Murong Yang Xin-Jian Xu GNN 124 1 0 11 Mar 2025
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting Zekun Jiang Wei Dai Qu Wei Ziyuan Qin Kang Li Le Zhang DiffM MedIm 64 0 0 22 Oct 2024
GAMMA-PD: Graph-based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson's Disease Favour Nerrise Alice Louise Heiman Ehsan Adeli 74 0 0 01 Oct 2024
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition Yihang Dong Xuhang Chen Yanyan Shen Michael Kwok-Po Ng Tao Qian Shuqiang Wang 41 10 0 28 May 2024
Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis Angelica I. Aviles-Rivero Chun-Wun Cheng Zhongying Deng Zoe Kourtzi Carola-Bibiane Schönlieb 45 0 0 19 Mar 2024
Ricci flow-based brain surface covariance descriptors for diagnosing Alzheimer's disease F. Ahmadi M. Shiri B. Bidabad M. Sedaghat Pooran Memari 75 3 0 11 Mar 2024
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment Qiankun Zuo Ling Chen Yanyan Shen Michael Kwok-Po Ng Baiying Lei Shuqiang Wang DiffM 51 10 0 14 Dec 2023
Alzheimer's Disease Prediction via Brain Structural-Functional Deep Fusing Network Qiankun Zuo Ning Zhong Shuqiang Wang DiffM 87 24 0 28 Sep 2023
CAT-Walk: Inductive Hypergraph Learning via Set Walks Ali Behrouz Farnoosh Hashemi Sadaf Sadeghian Margo Seltzer 79 16 0 19 Jun 2023
Brain Structure-Function Fusing Representation Learning using Adversarial Decomposed-VAE for Analyzing MCI Qiankun Zuo Baiying Lei Ning Zhong Yi Pan Shuqiang Wang 40 32 0 23 May 2023
Adversarial Learning Based Structural Brain-network Generative Model for Analyzing Mild Cognitive Impairment Heng Kong Shuqiang Wang DiffM 49 9 0 09 Aug 2022
Feature-selected Graph Spatial Attention Network for Addictive Brain-Networks Identification Changwei Gong Changhong Jing Ju-dong Pan Shuqiang Wang 87 1 0 29 Jun 2022
Dynamic Community Detection via Adversarial Temporal Graph Representation Learning Changwei Gong Changhong Jing Yanyan Shen Shuqiang Wang 129 1 0 29 Jun 2022
Cross-Modal Transformer GAN: A Brain Structure-Function Deep Fusing Framework for Alzheimer's Disease Ju-dong Pan Shuqiang Wang DiffM 107 11 0 20 Jun 2022
Multi-Modal Hypergraph Diffusion Network with Dual Prior for Alzheimer Classification Angelica I. Aviles-Rivero Christina Runkel Nicolas Papadakis Zoe Kourtzi Carola-Bibiane Schönlieb DiffM MedIm 78 22 0 04 Apr 2022

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