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Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 4773-4780
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Zhang, Chutian;  Peng, Liang;  Zhou, Xiaohu;  Liu, Shiqi;  Chen, Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Alzheimer's disease diagnosis  graph convolution network  plug-and-play  structural magnetic resonance imaging  
A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：43/11  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
A Classification Framework Based on Multi-modal Features for Detection of Cognitive Impairments 会议论文
, Xi'an, 2022.12.16-2022.12.18
作者:  Chen Sheng;  Xie Haiqun;  Yang Hongjun;  Fan Chenchen;  Hou Zeng-Guang;  Zhang Chutian
Adobe PDF(974Kb)  |  收藏  |  浏览/下载：45/20  |  提交时间：2024/05/29
Mild cognitive impairment  EEG  Machine learning  
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载：184/0  |  提交时间：2023/12/21
Alzheimer's disease (AD)  cognitive assessment  convolutional neural networks (CNNs)  graph neural networks  structural magnetic resonance imaging (sMRI)