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EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation 会议论文
, 深圳, 2023-07-10
作者:  Wanqing Jiang;  Nuo Su;  Tianxu Pan;  Yifan Miao;  Xueyu Lv;  nzi Jiang;  Nianming Zuo
Adobe PDF(1440Kb)  |  收藏  |  浏览/下载：239/116  |  提交时间：2023/06/20
Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer 会议论文
, Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者:  Wanqing Jiang;  Gaofeng Meng;  Tianzi Jiang;  Nianming Zuo
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：201/81  |  提交时间：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent  
Development of Individual Variability in Brain Functional Connectivity and Capability across the Adult Lifespan 期刊论文
CEREBRAL CORTEX, 2021, 卷号: 31, 期号: 8, 页码: 3925-3938
作者:  Ma, Liying;  Tian, Lixia;  Hu, Tianyu;  Jiang, Tianzi;  Zuo, Nianming
收藏  |  浏览/下载：246/0  |  提交时间：2021/11/02
adult lifespan  brain connectivity  connection distance  functional MRI (fMRI)  individual variability (IndVar)  
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：242/0  |  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  
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：342/69  |  提交时间：2020/06/10
activity  Alzheimer's disease  functional connectivity  multicenter  resting-state fMRI  
Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships 期刊论文
NEUROIMAGE, 2020, 卷号: 207, 期号: 116370, 页码: 11
作者:  Jiang, Rongtao;  Zuo, Nianming;  Ford, Judith M.;  Qi, Shile;  Zhi, Dongmei;  Zhuo, Chuanjun;  Xu, Yong;  Fu, Zening;  Bustillo, Juan;  Turner, Jessica A.;  Calhoun, Vince D.;  Sui, Jing
浏览  |  Adobe PDF(4262Kb)  |  收藏  |  浏览/下载：404/55  |  提交时间：2020/03/30
Individualized prediction  Reading comprehension  Task state  Functional connectivity  Cognitive demand  
Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores 期刊论文
CEREBRAL CORTEX, 2020, 卷号: 30, 期号: 3, 页码: 888-900
作者:  Jiang, Rongtao;  Calhoun, Vince D.;  Fan, Lingzhong;  Zuo, Nianming;  Jung, Rex;  Qi, Shile;  Lin, Dongdong;  li, Jin;  Zhuo, Chuanjun;  Song, Ming;  Fu, Zening;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(1446Kb)  |  收藏  |  浏览/下载：341/100  |  提交时间：2020/06/13
Connectome-based prediction  Functional connectivity  Gender difference  Individualized prediction  Intelligence  
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
作者:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：382/63  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning