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Aberrant brain dynamics and spectral power in children with ADHD and its subtypes 期刊论文
EUROPEAN CHILD & ADOLESCENT PSYCHIATRY, 2022, 页码: 12
作者:  Luo, Na;  Luo, Xiangsheng;  Zheng, Suli;  Yao, Dongren;  Zhao, Min;  Cui, Yue;  Zhu, Yu;  Calhoun, Vince D.;  Sun, Li;  Sui, Jing
Adobe PDF(1594Kb)  |  收藏  |  浏览/下载：278/10  |  提交时间：2022/09/19
ADHD  Subtypes  EEG  Microstate dynamics  Spectral power  
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series 期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:  Yan, Weizheng;  Zhao, Min;  Fu, Zening;  Pearlson, Godfrey D.;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2729Kb)  |  收藏  |  浏览/下载：271/5  |  提交时间：2022/07/25
Deep learning  FMRI  Schizophrenia  Bipolar disorder  Schizoaffective disorder  
NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy 期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 卷号: 14, 期号: 727, 页码: 10
作者:  Zhi, Dongmei;  Wu, Wenyue;  Xiao, Bo;  Qi, Shile;  Jiang, Rongtao;  Yang, Xingdong;  Yang, Jian;  Xiao, Wenbiao;  Liu, Chaorong;  Long, Hongyu;  Calhoun, Vince D.;  Long, Lili;  Sui, Jing
Adobe PDF(13713Kb)  |  收藏  |  浏览/下载：359/54  |  提交时间：2020/09/07
temporal lobe epilepsy  multimodal fusion  functional connectivity  fractional anisotropy  gray matter volume  
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 3281-3293
作者:  Li, Jinpeng;  Qiu, Shuang;  Shen, Yuan-Yuan;  Liu, Cheng-Lin;  He, Huiguang
Adobe PDF(2274Kb)  |  收藏  |  浏览/下载：317/3  |  提交时间：2020/08/03
Brain modeling  Electroencephalography  Emotion recognition  Data models  Training  Calibration  Training data  Brain-computer interface  emotion recognition  transfer learning (TL)  
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：439/71  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning