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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
作者:  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
Adobe PDF(3939Kb)  |  收藏  |  浏览/下载：31/9  |  提交时间：2024/07/09
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：7/0  |  提交时间：2024/07/03
Alzheimer's disease diagnosis  graph convolution network  plug-and-play  structural magnetic resonance imaging  
基于因果建模的强化学习控制:现状及展望 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 661-677
作者:  孙悦雯;  柳文章;  孙长银
Adobe PDF(1926Kb)  |  收藏  |  浏览/下载：54/15  |  提交时间：2024/05/09
强化学习控制  因果发现  因果推理  迁移学习  表示学习  
Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
作者:  Mei-Ling Wang;  Wei Shao;  Xiao-Ke Hao;  Dao-Qiang Zhang
Adobe PDF(2285Kb)  |  收藏  |  浏览/下载：62/17  |  提交时间：2024/04/23
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
A neuroimaging biomarker for Individual Brain-Related Abnormalities In Neurodegeneration (IBRAIN): a cross-sectional study 期刊论文
ECLINICALMEDICINE, 2023, 卷号: 65, 页码: 14
作者:  Zhao, Kun;  Chen, Pindong;  Alexander-Bloch, Aaron;  Wei, Yongbin;  Dyrba, Martin;  Yang, Fan;  Kang, Xiaopeng;  Wang, Dawei;  Fan, Dongsheng;  Ye, Shan;  Tang, Yi;  Yao, Hongxiang;  Zhou, Bo;  Lu, Jie;  Yu, Chunshui;  Wang, Pan;  Liao, Zhengluan;  Chen, Yan;  Huang, Longjian;  Zhang, Xi;  Han, Ying;  Li, Shuyu;  Liu, Yong
收藏  |  浏览/下载：66/0  |  提交时间：2024/02/22
Alzheimer's disease  Neuroimaging biomarker  Multisite  Specific  Longitudinal progression  
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：191/0  |  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：184/9  |  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  
Episodic Memory-Related Imaging Features as Valuable Biomarkers for the Diagnosis of Alzheimer's Disease: A Multicenter Study Based on Machine Learning 期刊论文
BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING, 2023, 卷号: 8, 期号: 2, 页码: 10
作者:  Shi, Yachen;  Wang, Zan;  Chen, Pindong;  Cheng, Piaoyue;  Zhao, Kun;  Zhang, Hongxing;  Shu, Hao;  Gu, Lihua;  Gao, Lijuan;  Wang, Qing;  Zhang, Haisan;  Xie, Chunming;  Liu, Yong;  Zhang, Zhijun
收藏  |  浏览/下载：169/0  |  提交时间：2023/11/17
Four Distinct Subtypes of Alzheimer's Disease Based on Resting-State Connectivity Biomarkers 期刊论文
BIOLOGICAL PSYCHIATRY, 2023, 卷号: 93, 期号: 9, 页码: 759-769
作者:  Chen, Pindong;  Yao, Hongxiang;  Tijms, Betty M.;  Wang, Pan;  Wang, Dawei;  Song, Chengyuan;  Yang, Hongwei;  Zhang, Zengqiang;  Zhao, Kun;  Qu, Yida;  Kang, Xiaopeng;  Du, Kai;  Fan, Lingzhong;  Han, Tong;  Yu, Chunshui;  Zhang, Xi;  Jiang, Tianzi;  Zhou, Yuying;  Lu, Jie;  Han, Ying;  Liu, Bing;  Zhou, Bo;  Liu, Yong
Adobe PDF(1969Kb)  |  收藏  |  浏览/下载：207/17  |  提交时间：2023/11/17
Blood tau-PT217 contributes to the anesthesia/surgery-induced delirium-like behavior in aged mice 期刊论文
ALZHEIMERS & DEMENTIA, 2023, 卷号: 19, 期号: 9, 页码: 17
作者:  Lu, Jing;  Liang, Feng;  Bai, Ping;  Liu, Chenghao;  Xu, Miao;  Sun, Zhengwang;  Tian, Wenjie;  Dong, Yuanlin;  Zhang, Yiying;  Quan, Qimin;  Khatri, Ashok;  Shen, Yuan;  Marcantonio, Edward;  Crosby, Gregory;  Culley, Deborah J.;  Wang, Changning;  Yang, Guang;  Xie, Zhongcong
收藏  |  浏览/下载：174/0  |  提交时间：2023/11/17
anesthesia  delirium  phosphorylated tau at threonine 217  surgery  tau  tau phosphorylation