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Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:  Na Luo;  Weiyang Shi;  Zhengyi Yang;  Ming Song;  Tianzi Jiang
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载：5/1  |  提交时间：2024/04/23
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
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：351/110  |  提交时间：2022/06/16
Alzheimer's disease (AD)  Diffusion tensor imaging (DTI)  Multisite  Automated fiber quantification (AFQ)  Classification  
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease 期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
作者:  Jin, Dan;  Zhou, Bo;  Han, Ying;  Ren, Jiaji;  Han, Tong;  Liu, Bing;  Lu, Jie;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Xu, Jian;  Yang, Zhengyi;  Yao, Hongxiang;  Yu, Chunshui;  Zhao, Kun;  Wintermark, Max;  Zuo, Nianming;  Zhang, Xinqing;  Zhou, Yuying;  Zhang, Xi;  Jiang, Tianzi;  Wang, Qing;  Liu, Yong
收藏  |  浏览/下载：243/0  |  提交时间：2020/07/20
Alzheimer's disease  computer-aided diagnosis  neurobiological basis  neuroscientifically interpretable biomarkers  structural magnetic resonance imaging  
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease 期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
作者:  Jin, Dan;  Zhou, Bo;  Han, Ying;  Ren, Jiaji;  Han, Tong;  Liu, Bing;  Lu, Jie;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Xu, Jian;  Yang, Zhengyi;  Yao, Hongxiang;  Yu, Chunshui;  Zhao, Kun;  Wintermark, Max;  Zuo, Nianming;  Zhang, Xinqing;  Zhou, Yuying;  Zhang, Xi;  Jiang, Tianzi;  Wang, Qing;  Liu, Yong
收藏  |  浏览/下载：294/0  |  提交时间：2020/07/20
Alzheimer's disease  computer-aided diagnosis  neurobiological basis  neuroscientifically interpretable biomarkers  structural magnetic resonance imaging  
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：296/92  |  提交时间：2020/06/10
Polygenic risk for Alzheimer's disease influences precuneal volume in two independent general populations 期刊论文
NEUROBIOLOGY OF AGING, 2018, 卷号: 64, 页码: 116-122
作者:  Li, Jin;  Zhang, Xiaolong;  Li, Ang;  Liu, Shu;  Qin, Wen;  Yu, Chunshui;  Liu, Yong;  Liu, Bing;  Jiang, Tianzi
收藏  |  浏览/下载：183/0  |  提交时间：2018/10/10
Alzheimer's Disease  Neuroimaging  Polygenic Risk Score  Precuneus  
Modulation of APOE and SORL1 genes on hippocampal functional connectivity in healthy young adults 期刊论文
BRAIN STRUCTURE & FUNCTION, 2017, 卷号: 222, 期号: 6, 页码: 2877-2889
作者:  Shen, Junlin;  Qin, Wen;  Xu, Qiang;  Xu, Lixue;  Xu, Jiayuan;  Zhang, Peng;  Liu, Huaigui;  Liu, Bing;  Jiang, Tianzi;  Yu, Chunshui
收藏  |  浏览/下载：233/0  |  提交时间：2018/01/11
Apoe  Sorl1  Hippocampus  Functional Connectivity  Fmri  Snps  
Predicting Individualized Clinical Measures by a Generalized Prediction Framework and Multimodal Fusion of MRI Data 期刊论文
NEUROIMAGE, 2017, 期号: 145, 页码: 218-229
作者:  Meng, Xing;  Jiang, Rongtao;  Lin, Dongdong;  Bustillo, Juan;  Jones, Thomas;  Chen, Jiayu;  Yu, Qingbao;  Du, Yuhui;  Zhang, Yu;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
浏览  |  Adobe PDF(1031Kb)  |  收藏  |  浏览/下载：262/89  |  提交时间：2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Impact of PICALM and CLU on Hippocampal Degeneration 期刊论文
HUMAN BRAIN MAPPING, 2016, 卷号: 37, 期号: 7, 页码: 2419-2430
作者:  Yang, Xianfeng;  Li, Jin;  Liu, Bing;  Li, Yonghui;  Jiang, Tianzi
浏览  |  Adobe PDF(470Kb)  |  收藏  |  浏览/下载：423/109  |  提交时间：2016/04/06
Picalm  Clu  Interaction  Hippocampus  Alzheimer's Disease  
CFH Variants Affect Structural and Functional Brain Changes and Genetic Risk of Alzheimer's Disease 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2016, 卷号: 41, 期号: 4, 页码: 1034-1045
作者:  Zhang, Deng-Feng;  Li, Jin;  Wu, Huan;  Cui, Yue;  Bi, Rui;  Zhou, He-Jiang;  Wang, Hui-Zhen;  Zhang, Chen;  Wang, Dong;  Kong, Qing-Peng;  Li, Tao;  Fang, Yiru;  Jiang, Tianzi;  Yao, Yong-Gang;  ADNI
浏览  |  Adobe PDF(780Kb)  |  收藏  |  浏览/下载：415/77  |  提交时间：2016/04/06