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Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study 期刊论文
Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480
Authors:  Rixing Jing;  Pindong Chen;  Yongbin Wei;  Juanning Si;  Yuying Zhou;  Dawei Wang;  Chengyuan Song;  Hongwei Yang;  Zengqiang Zhang;  Hongxiang Yao;  Xiaopeng Kang;  Lingzhong Fan;  Tong Han;  Wen Qin;  Bo Zhou;  Tianzi Jiang;  Jie Lu;  Ying Han;  Xi Zhang;  Bing Liu;  Chunshui Yu;  Pan Wang;  Yong Liu
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阿尔茨海默病功能网络异常及异质性研究 学位论文
, 2024
Authors:  陈品东
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磁共振影像  阿尔茨海默病  亚型  异质性  个体化功能网络  
FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 170, 页码: 107996
Authors:  Yue Cui;  Haibin Huang;  Jialu Liu;  Mingyang Zhao;  Chengyi Li;  Xinyong Han;  Na Luo;  Jinquan Gao;  Dong-ming Yan;  Chen Zhang;  Tianzi Jiang;  Shan Yu
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Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
基于多模态磁共振影像融合计算的青少年精神障碍标记物研究 学位论文
, 2024
Authors:  胥铭
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多模态融合  磁共振成像  青少年精神障碍  风险因素  影像标志物  
基于多模态磁共振影像的个体脑图谱绘制方法研究 学位论文
, 2024
Authors:  黎诚译
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脑图谱  个体化分区  多模态 MRI  脑连接  深度学习  
基于影像基因组学的脑结构与精神健康的关联机制研究 学位论文
, 2024
Authors:  胡珂
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精神健康  脑结构  影像基因组学  全基因组关联分析  因果关系  
EEG-Based Focus of Attention Tracking and Regulation During Dual-Task Training for Neural Rehabilitation of Stroke Patients 期刊论文
IEEE Transactions on Biomedical Engineering, 2022, 卷号: 70, 期号: 3, 页码: 920-930
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zeng-Guang
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基于多模态特征优选的老年认知功能障碍早期智能诊断方法 学位论文
, 2024
Authors:  陈盛
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轻度认知功能障碍  脑电  功能近红外光谱  特征提取  机器学习  多模态融合  
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
Authors:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
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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
Authors:  Chen Sheng;  Xie Haiqun;  Yang Hongjun;  Fan Chenchen;  Hou Zeng-Guang;  Zhang Chutian
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Mild cognitive impairment  EEG  Machine learning