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Guiding fusion of dynamic functional and effective connectivity in spatio-temporal graph neural network for brain disorder classification 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309
作者:  Chen, Dongdong;  Liu, Mengjun;  Wang, Sheng;  Li, Zheren;  Bai, Lu
Adobe PDF(2248Kb)  |  收藏  |  浏览/下载：69/2  |  提交时间：2025/02/12
Amyloid-β Deposition Prediction with Large Language Model Driven and Task Oriented Learning of Brain Functional Networks 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: PP, 期号: 99
作者:  Yuxiao Liu;  Mianxin Liu;  Yuanwang Zhang;  Yihui Guan;  Qihao Guo
Adobe PDF(2838Kb)  |  收藏  |  浏览/下载：157/5  |  提交时间：2025/01/06
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 90
作者:  Zhang, Shengjie;  Chen, Xiang;  Shen, Xin;  Ren, Bohan;  Yu, Ziqi
Adobe PDF(3758Kb)  |  收藏  |  浏览/下载：313/0  |  提交时间：2023/09/22
Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner 会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:  Liu, Yuxiao;  Liu, Mianxin;  Zhang, Yuanwang;  Shen, Dinggang
Adobe PDF(1048Kb)  |  收藏  |  浏览/下载：267/0  |  提交时间：2023/11/10
Individualized assessment of brain A deposition with fMRI using deep learning 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: PP, 期号: 99, 页码: 1-12
作者:  Li, Chaolin;  Liu, Mianxin
Adobe PDF(2993Kb)  |  收藏  |  浏览/下载：300/1  |  提交时间：2023/09/08
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: PP, 期号: 99, 页码: 1-13
作者:  Mianxin Liu;  Han Zhang;  Feng Shi;  Dinggang Shen
Adobe PDF(2249Kb)  |  收藏  |  浏览/下载：642/182  |  提交时间：2023/07/14
Joint selection of brain network nodes and edges for MCI identification 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 225
作者:  Jiang, Xiao;  Qiao, Lishan;  De Leone, Renato;  Shen, Dinggang
Adobe PDF(3177Kb)  |  收藏  |  浏览/下载：334/0  |  提交时间：2022/10/14
Multiscale Functional Connectome Abnormality Predicts Cognitive Outcomes in Subcortical Ischemic Vascular Disease 期刊论文
CEREBRAL CORTEX, 2022
作者:  Liu, Mianxin;  Wang, Yao;  Zhang, Han;  Yang, Qing;  Shi, Feng
Adobe PDF(1859Kb)  |  收藏  |  浏览/下载：860/279  |  提交时间：2022/05/27
Modular Graph Encoding and Hierarchical Readout for Functional Brain Network Based eMCI Diagnosis 会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 18, 2022
作者:  
Adobe PDF(18005Kb)  |  收藏  |  浏览/下载：241/0  |  提交时间：2023/03/10
Predicting Brain Amyloid-beta PET Grades with Graph Convolutional Networks Based on Functional MRI and Multi-Level Functional Connectivity 期刊论文
JOURNAL OF ALZHEIMERS DISEASE, 2022, 卷号: 86, 期号: 4
作者:  Li, Chaolin;  Liu, Mianxin;  Xia, Jing;  Mei, Lang;  Yang, Qing
Adobe PDF(1125Kb)  |  收藏  |  浏览/下载：426/1  |  提交时间：2022/05/18
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