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Dual-modal Physiological Feature Fusion-based Sleep Recognition Using CFS and RF Algorithm 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 3, 页码: 286-296
作者:  Bing-Tao Zhang;  Xiao-Peng Wang;  Yu Shen
浏览  |  Adobe PDF(847Kb)  |  收藏  |  浏览/下载：188/49  |  提交时间：2021/02/22
Feature fusion  mild difficulty in falling asleep (MDFA)  decision support tool  sleep issues  optimal feature set.  
Preliminary prediction of individual response to electroconvulsive therapy using whole-brain functional magnetic resonance imaging data 期刊论文
NeuroImage: Clinical, 2019, 卷号: 26, 期号: 102080, 页码: 1-9
作者:  Sun, Hailun;  Jiang, Rongtao;  Qi, Shile;  Katherine, L., Narr;  Benjamin, SC, Wade;  Joel, Upston;  Randall, Espinoza;  Tom, Jones;  Vince, D., Calhoun;  Christopher, C, Abbott;  Sui, Jing
浏览  |  Adobe PDF(2890Kb)  |  收藏  |  浏览/下载：298/80  |  提交时间：2020/06/11
Individualized prediction  Electroconvulsive therapy (ECT)  Functional connectivity (FC)  Major depressive disorder (DEP)  Resting-state fMRI  HDRS  Treatment response  
Visual Fatigue Assessment Based on Multi-task Learning 期刊论文
JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2019, 卷号: 63, 期号: 6, 页码: 1-8
作者:  Wang, Danli;  Wang, Xueyu;  Song, Yaguang;  Xing, Qian;  Zheng, Nan
Adobe PDF(1123Kb)  |  收藏  |  浏览/下载：255/17  |  提交时间：2020/03/30
User Experience Evaluation in Virtual Reality based on Subjective Feelings and Physiological Signals 期刊论文
JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2019, 卷号: 63, 期号: 6, 页码: 1-11
作者:  Niu, Yunfang;  Wang, Danli;  Wang, Ziwei;  Sun, Fan;  Yue, Kang;  Zheng, Nan
Adobe PDF(1371Kb)  |  收藏  |  浏览/下载：303/27  |  提交时间：2020/03/30
基于独立成分子空间支持向量机的精神疾病磁共振影像学分类研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
作者:  高爽
Adobe PDF(56801Kb)  |  收藏  |  浏览/下载：347/0  |  提交时间：2020/01/11
独立成分分析  子空间相似度  支持向量机  磁共振影像  精神疾病分类  
Parallel group ICA plus ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3795-3809
作者:  Qi, Shile;  Sui, Jing;  Chen, Jiayu;  Liu, Jingyu;  Jiang, Rongtao;  Silva, Rogers;  Iraji, Armin;  Damaraju, Eswar;  Salman, Mustafa;  Lin, Dongdong;  Fu, Zening;  Zhi, Dongmei;  Turner, Jessica A.;  Bustillo, Juan;  Ford, Judith M.;  Mathalon, Daniel H.;  Voyvodic, James;  McEwen, Sarah;  Preda, Adrian;  Belger, Aysenil;  Potkin, Steven G.;  Mueller, Bryon A.;  Adali, Tulay;  Calhoun, Vince D.
Adobe PDF(6363Kb)  |  收藏  |  浏览/下载：401/0  |  提交时间：2019/12/16
group independent component analysis  multimodal fusion  parallel independent component analysis  schizophrenia  subjects' variability  temporal information  
Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia 期刊论文
NEUROIMAGE-CLINICAL, 2019, 卷号: 23, 期号: 2019, 页码: 9
作者:  Luo, Na;  Tian, Lin;  Calhoun, Vince D.;  Chen, Jiayu;  Lin, Dongdong;  Vergara, Victor M.;  Rao, Shuquan;  Yang, Jian;  Zhuo, Chuanjun;  Xu, Yong;  Turner, Jessica A.;  Zhang, Fuquan;  Sui, Jing
浏览  |  Adobe PDF(2305Kb)  |  收藏  |  浏览/下载：518/136  |  提交时间：2019/12/16
Multimodal fusion  SNP-FC-GM  Schizophrenia stages  Sensitivity  Duration of illness  ICA  
Multi-task Character-Level Attentional Networks for Medical Concept Normalization 期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 49, 期号: 3, 页码: 1239-1256
作者:  Niu, Jinghao;  Yang, Yehui;  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
浏览  |  Adobe PDF(756Kb)  |  收藏  |  浏览/下载：460/91  |  提交时间：2019/12/16
Convolutional neural network  Multi-task learning  Medical concept normalization  
SnoreNet: Detecting Snore Events from Raw Sound Recordings 会议论文
, Berlin, Germany, July 23 - July 27
作者:  Jingpeng, Sun;  Xiyuan, Hu;  Yingying, Zhao;  Shuchen, Sun;  Chen, Chen;  Silong, Peng
Adobe PDF(3181Kb)  |  收藏  |  浏览/下载：294/39  |  提交时间：2019/11/11
Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering 会议论文
, Nice, France, October 21 - 25, 2019
作者:  Yingying Zhang;  Shengsheng Qian;  Quan Fang;  Changsheng Xu
Adobe PDF(4568Kb)  |  收藏  |  浏览/下载：606/273  |  提交时间：2019/09/26