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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：108/3  |  提交时间：2024/02/22
Neurodegenerative diseases  Alzheimer's disease  Heterogeneity  Subtype  Data-driven  
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：213/19  |  提交时间：2023/11/17
Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals 期刊论文
TRANSLATIONAL PSYCHIATRY, 2023, 卷号: 13, 期号: 1, 页码: 35
作者:  Sun, Yuqing;  Zhao, Yuxin;  Hu, Ke;  Wang, Meng;  Liu, Yong;  Liu, Bing
Adobe PDF(2656Kb)  |  收藏  |  浏览/下载：185/46  |  提交时间：2023/05/31
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：235/7  |  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：270/35  |  提交时间：2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer  
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：434/49  |  提交时间：2022/06/06
Alzheimer's disease  cognitive function genetic risk scores  pathway  tau  
Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder 期刊论文
MOLECULAR NEUROBIOLOGY, 2020, 期号: 57, 页码: 4031-4044
作者:  Wang, Shengpei;  Wen, Hongwei;  Hu, Xiaopeng;  Xie, Peng;  Qiu, Shuang;  Qian, Yinfeng;  Qiu, Jiang;  He, Huiguang
浏览  |  Adobe PDF(6324Kb)  |  收藏  |  浏览/下载：422/86  |  提交时间：2020/08/03
Resting-state fMRI  Major depressive disorder (MDD)  Hidden Markov model (HMM)  Brain network dynamic  Transition probability  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：494/124  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Network-Based Statistic Show Aberrant Functional Connectivity in Alzheimer's Disease 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2016, 卷号: 10, 期号: 7, 页码: 1182-1188
作者:  Zhan, Yafeng;  Yao, Hongxiang;  Wang, Pan;  Zhou, Bo;  Zhang, Zengqiang;  Guo, Yan'e;  An, Ningyu;  Ma, Jianhua;  Zhang, Xi;  Liu, Yong;  Liu Yong
浏览  |  Adobe PDF(465Kb)  |  收藏  |  浏览/下载：605/226  |  提交时间：2017/02/08
Alzheimer's Disease  Components Of Interest  Mild Cognitive Impairment  Network-based Statistic  
Convergent and divergent intranetwork and internetwork connectivity patterns in patients with remitted late-life depression and amnestic mild cognitive impairment 期刊论文
CORTEX, 2016, 卷号: 83, 期号: 83, 页码: 194-211
作者:  Chen, Jiu;  Shu, Hao;  Wang, Zan;  Zhan, Yafeng;  Liu, Duan;  Liao, Wenxiang;  Xu, Lin;  Liu, Yong;  Zhang, Zhijun;  Yong Liu and Zhijun Zhang
浏览  |  Adobe PDF(3101Kb)  |  收藏  |  浏览/下载：578/230  |  提交时间：2017/02/08
Remitted Late-life Depression  Amnestic Mild Cognitive Impairment  Fmri  Intranetwork  Internetwork