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Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data 期刊论文
HUMAN BRAIN MAPPING, 2019, 页码: 13
Authors:  Cai, Xin-Lu;  Xie, Dong-Jie;  Madsen, Kristoffer H.;  Wang, Yong-Ming;  Bogemann, Sophie Alida;  Cheung, Eric F. C.;  Moller, Arne;  Chan, Raymond C. K.
Adobe PDF(1595Kb)  |  Favorite  |  View/Download:90/0  |  Submit date:2019/11/26
generalizability  machine learning  reproducibility  schizophrenia spectrum disorders  
Tractography-based classification in distinguishing patients with first-episode schizophrenia from healthy individuals 期刊论文
PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY, 2019, 卷号: 88, 页码: 66-73
Authors:  Deng, Yi;  Hung, Karen S. Y.;  Lui, Simon S. Y.;  Chui, William W. H.;  Lee, Joe C. W.;  Wang, Yi;  Li, Zhi;  Mak, Henry K. F.;  Sham, Pak C.;  Chan, Raymond C. K.;  Cheung, Eric F. C.
Adobe PDF(1249Kb)  |  Favorite  |  View/Download:132/0  |  Submit date:2018/11/06
Corpus Callosum  Diffusion Tensor Imaging  Discriminant Analysis  Psychosis  Machine Learning  Random Forest  
Profiling of experiential pleasure, emotional regulation and emotion expression in patients with schizophrenia 期刊论文
SCHIZOPHRENIA RESEARCH, 2018, 卷号: 195, 页码: 396-401
Authors:  Zou, Ying-min;  Ni, Ke;  Yang, Zhuo-ya;  Li, Ying;  Cai, Xin-lu;  Xie, Dong-jie;  Zhang, Rui-ting;  Zhou, Fu-chun;  Li, Wen-xiu;  Lui, Simon S. Y.;  Shuma, David H. K.;  Cheung, Eric F. C.;  Chan, Raymond C. K.
Adobe PDF(425Kb)  |  Favorite  |  View/Download:73/0  |  Submit date:2018/08/14
Schizophrenia  Cluster Analysis  Experience  Expression  Regulation