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Robustly uncovering the heterogeneity of neurodegenerative disease by using data-driven subtyping in neuroimaging: A review 期刊论文
Brain research, 2024, 卷号: 1823, 页码: 13
作者:  Chen, Pindong;  Zhang, Shirui;  Zhao, Kun;  Kang, Xiaopeng;  Rittman, Timothy;  Liu, Yong
Adobe PDF(1130Kb)  |  收藏  |  浏览/下载：103/2  |  提交时间：2024/02/22
Neurodegenerative diseases  Alzheimer's disease  Heterogeneity  Subtype  Data-driven  
Impaired time-distance reconfiguration patterns in Alzheimer's disease: a dynamic functional connectivity study with 809 individuals from 7 sites 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: Suppl 6, 页码: 280
作者:  Du,Kai;  Chen,Pindong;  Zhao,Kun;  Qu,Yida;  Kang,Xiaopeng;  Liu,Yong;  ,
Adobe PDF(2385Kb)  |  收藏  |  浏览/下载：227/3  |  提交时间：2022/07/25
Time distance nodal connectivity diversity  Dynamic functional connectivity  Network reconfiguration  Multicenter  Alzheimer's disease  
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification 会议论文
, 印度，加尔各答, 2022-3-28
作者:  Li C(李超);  Cui Y(崔玥);  Luo N(罗娜);  Liu Y(刘勇);  Bourgeat Pierrick;  Fripp Jurgen;  Jiang TZ(蒋田仔)
Adobe PDF(3989Kb)  |  收藏  |  浏览/下载：264/34  |  提交时间：2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer  
AI4AD: Artificial intelligence analysis for Alzheimer's disease classification based on a multisite DTI database 期刊论文
Brain Disorders, 2021, 卷号: 1, 期号: 1, 页码: 10005
作者:  Qu, Yida;  Wang, Pan;  Liu, Bing;  Song, Chengyuan;  Wang, Dawei;  Yang, Hongwei;  Zhang, Zengqiang;  Chen, Pindong;  Kang, Xiaopeng;  Du, Kai;  Yao, Hongxiang;  Zhou, Bo;  Han, Tong;  Zuo, Nianming;  Han, Ying;  Lu, Jie;  Yu, Chunshui;  Zhang, Xi;  Jiang, Tianzi;  Zhou, Yuying;  Liu, Yong
Adobe PDF(957Kb)  |  收藏  |  浏览/下载：413/125  |  提交时间：2022/06/16
Alzheimer's disease (AD)  Diffusion tensor imaging (DTI)  Multisite  Automated fiber quantification (AFQ)  Classification  
A Pathway-Specific Polygenic Risk Score Is Associated with Tau Pathology and Cognitive Decline 期刊论文
JOURNAL OF ALZHEIMERS DISEASE, 2022, 卷号: 85, 期号: 4, 页码: 1745-1754
作者:  Sun, Yuqing;  Wang, Meng;  Zhao, Yuxin;  Hu, Ke;  Liu, Yong;  Liu, Bing
Adobe PDF(695Kb)  |  收藏  |  浏览/下载：422/49  |  提交时间：2022/06/06
Alzheimer's disease  cognitive function genetic risk scores  pathway  tau  
Multisite schizophrenia classification by integrating structural magnetic resonance imaging data with polygenic risk score 期刊论文
NEUROIMAGE-CLINICAL, 2021, 卷号: 32, 页码: 9
作者:  Hu, Ke;  Wang, Meng;  Liu, Yong;  Yan, Hao;  Song, Ming;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Wu, Huawang;  Ning, Yuping;  Jiang, Tianzi;  Liu, Bing
Adobe PDF(999Kb)  |  收藏  |  浏览/下载：269/21  |  提交时间：2021/12/28
Schizophrenia  Classification  Structural magnetic resonance imaging  Gray matter volume  Polygenic risk score  Machine learning  
Attention-based 3D Convolutional Network for Biomarkers Exploration 会议论文
, Venice, Italy, April 8-11, 2019
作者:  Jin, Dan;  Xu, Jian;  Zhao, Kun;  Hu, Fangzhou;  Yang, Zhengyi;  Liu, Bing;  Jiang, Tianzi;  Liu, Yong
浏览  |  Adobe PDF(210Kb)  |  收藏  |  浏览/下载：339/105  |  提交时间：2020/06/10
Grab-AD: Generalizability and reproducibility of altered brain activity and diagnostic classification in Alzheimer's Disease 期刊论文
Human Brain Mapping, 2020, 期号: 0, 页码: 0
作者:  Jin, Dan;  Wang, Pan;  Zalesky, Andrew;  Liu, Bing;  Song, Chengyuan;  Wang, Dawei;  Xu, Kaibin;  Yang, Hongwei;  Zhang, Zengqiang;  Yao, Hongxiang;  Zhou Bo;  Han, Tong;  Zuo, Nianming;  Han, Ying;  Lu, Jie;  Wang, Qing;  Yu, Chunshui;  Zhang, Xinqing;  Zhang, Xi;  Jiang, Tainzi;  Zhou, Yuying;  Liu, Yong
浏览  |  Adobe PDF(7097Kb)  |  收藏  |  浏览/下载：397/77  |  提交时间：2020/06/10
activity  Alzheimer's disease  functional connectivity  multicenter  resting-state fMRI  
Core networks and their reconfiguration patterns across cognitive loads 期刊论文
HUMAN BRAIN MAPPING, 2018, 卷号: 39, 期号: 9, 页码: 3546-3557
作者:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
浏览  |  Adobe PDF(1205Kb)  |  收藏  |  浏览/下载：375/75  |  提交时间：2018/10/10
Brain Network  Functional Connectivity  Functional Mri  Network Reconfiguration  Working Memory  
Both activated and less-activated regions identified by functional MRI reconfigure to support task executions 期刊论文
BRAIN AND BEHAVIOR, 2018, 卷号: 8, 期号: 1, 页码: e00893
作者:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
Adobe PDF(1573Kb)  |  收藏  |  浏览/下载：367/92  |  提交时间：2018/01/12
Activation  Brain Network  Functional Connectivity  Functional Magnetic Resonance Imaging  Network Reconfiguration