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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：12/0  |  提交时间：2024/07/03
Alzheimer's disease diagnosis  graph convolution network  plug-and-play  structural magnetic resonance imaging  
基于视觉信息表征与融合的图像语义分割研究 学位论文
, 2024
作者:  许镕涛
Adobe PDF(19342Kb)  |  收藏  |  浏览/下载：77/6  |  提交时间：2024/06/24
图像语义分割，表征融合，Transformer， 弱监督学习  
Health and Senior Care Video Moment Localization With Procedure Knowledge Distillation 会议论文
, Istanbul, Turkiye, Dec 5-8
作者:  Chaochen Wu;  Meiyun Zuo;  Guan Luo;  Yuna Jiang
Adobe PDF(3140Kb)  |  收藏  |  浏览/下载：55/22  |  提交时间：2024/06/05
Multi-scale analysis of acupuncture mechanisms for motor and sensory cortex activity based on SEEG data 期刊论文
Cerebral Cortex, 2024, 卷号: 34, 期号: 4, 页码: 1-13
作者:  Xiaoyu Chang;  Pengliang Hao;  Shuhua Zhang;  Yuanyuan Dang;  Aijun Liu;  Nan Zheng;  Zhao Dong;  Hulin Zhao
Adobe PDF(1392Kb)  |  收藏  |  浏览/下载：55/25  |  提交时间：2024/05/31
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：62/19  |  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：59/25  |  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：194/0  |  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)  
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8419-8432
作者:  Lian, Zheng;  Chen, Lan;  Sun, Licai;  Liu, Bin;  Tao, Jianhua
Adobe PDF(3959Kb)  |  收藏  |  浏览/下载：199/12  |  提交时间：2023/11/17
Oral communication  Correlation  Data models  Task analysis  Feature extraction  Tensors  Benchmark testing  Conversational data  graph complete network (GCNet)  incomplete multimodal learning  speaker-sensitive modeling  temporal-sensitive modeling  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Adobe PDF(3483Kb)  |  收藏  |  浏览/下载：154/4  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Dual-stream Representation Fusion Learning for accurate medical image segmentation 期刊论文
Engineering Applications of Artificial Intelligence, 2023, 卷号: 123, 页码: 106402
作者:  Xu RT(许镕涛);  Wang CW(王常维);  Xu SB(徐士彪);  Meng WL(孟维亮);  Zhang XP(张晓鹏)
Adobe PDF(1893Kb)  |  收藏  |  浏览/下载：267/64  |  提交时间：2023/05/18