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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:34/0  |  Submit date:2019/11/26
generalizability  machine learning  reproducibility  schizophrenia spectrum disorders  
Searchlight classification based on Amplitude of Low Frequency Fluctuation and functional connectivity in individuals with obsessive-compulsive symptoms 期刊论文
COGNITIVE NEUROPSYCHIATRY, 2019, 页码: 13
Authors:  Wang, Yong-ming;  Cai, Xin-lu;  Zhang, Rui-ting;  Wang, Yi;  Madsen, Kristoffer Hougaard;  Sorensen, Thomas Alrik;  Moller, Arne;  Cheung, Eric F. C.;  Chan, Raymond C. K.
Adobe PDF(1430Kb)  |  Favorite  |  View/Download:25/0  |  Submit date:2019/10/25
Obsessive-compulsive symptoms  searchlight  Amplitude of Low Frequency Fluctuation  functional connectivity  
Classification of social anhedonia using temporal and spatial network features from a social cognition fMRI task 期刊论文
HUMAN BRAIN MAPPING, 2019, 页码: 17
Authors:  Krohne, Laerke Gebser;  Wang, Yi;  Hinrich, Jesper L.;  Moerup, Morten;  Chan, Raymond C. K.;  Madsen, Kristoffer H.
Adobe PDF(3477Kb)  |  Favorite  |  View/Download:30/0  |  Submit date:2019/10/25
archetypical analysis  decomposition  functional connectivity  social anhedonia  support vector classification  
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:99/0  |  Submit date:2018/11/06
Corpus Callosum  Diffusion Tensor Imaging  Discriminant Analysis  Psychosis  Machine Learning  Random Forest  
Crossing Boundaries in Schizotypy Research: An Introduction to the Special Supplement 期刊论文
SCHIZOPHRENIA BULLETIN, 2018, 卷号: 44, 页码: S457-S459
Authors:  Cohen, Alex S.;  Chan, Raymond C. K.;  Debbane, Martin
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Schizotypy  Psychosis  Schizophrenia  Consortium  
Enhancing Psychosis-Spectrum Nosology Through an International Data Sharing Initiative 期刊论文
SCHIZOPHRENIA BULLETIN, 2018, 卷号: 44, 页码: S460-S467
Authors:  Docherty, Anna R.;  Fonseca-Pedrero, Eduardo;  Debbane, Martin;  Chan, Raymond C. K.;  Linscott, Richard J.;  Jonas, Katherine G.;  Cicero, David C.;  Green, Melissa J.;  Simms, Leonard J.;  Mason, Oliver;  Watson, David;  Ettinger, Ulrich;  Waszczuk, Monika;  Rapp, Alexander;  Grant, Phillip;  Kotov, Roman;  De Young, Colin G.;  Ruggero, Camilo J.;  Eaton, Nicolas R.;  Krueger, Robert F.;  Patrick, Christopher;  Hopwood, Christopher;  O'Neill, F. Anthony;  Zald, David H.;  Conway, Christopher C.;  Adkins, Daniel E.;  Waldman, Irwin D.;  van Os, Jim;  Sullivan, Patrick F.;  Anderson, John S.;  Shabalin, Andrey A.;  Sponheim, Scott R.;  Taylor, Stephan F.;  Grazioplene, Rachel G.;  Bacanu, Silviu A.;  Bigdeli, Tim B.;  Haenschel, Corinna;  Malaspina, Dolores;  Gooding, Diane C.;  Nicodemus, Kristin;  Schultze-Lutter, Frauke;  Barrantes-Vidal, Neus;  Mohr, Christine;  Carpenter, William T.;  Cohen, Alex S.
Adobe PDF(2316Kb)  |  Favorite  |  View/Download:42/0  |  Submit date:2018/11/24
Data Sharing  Schizotypy  Schizotypal  Psychos Is  Schizophrenia  Phenotype  Genetic  Icsr  Hitop  
Perspectives on Machine Learning for Classification of Schizotypy Using fMRI Data 期刊论文
SCHIZOPHRENIA BULLETIN, 2018, 卷号: 44, 页码: S480-S490
Authors:  Madsen, Kristoffer H.;  Krohne, Laerke G.;  Cai, Xin-lu;  Wang, Yi;  Chan, Raymond C. K.
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functional magnetic resonance imaging  feature extraction  neuroimaging  schizotypy  schi zophrenia spectrum disorder  
基于脑结构特征的精神分裂症机器学习分类研究 会议论文
摘要集-第二十一届全国心理学学术会议, 北京, 10.30-11.2
Authors:  郑泓;  王毅;  陈楚侨
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精神分裂症  判别特征  脑结构特征  支持向量机  机器学习  
Whole-genome sequencing of monozygotic twins discordant for schizophrenia indicates multiple genetic risk factors for schizophrenia 期刊论文
JOURNAL OF GENETICS AND GENOMICS, 2017, 卷号: 44, 期号: 6, 页码: 295-306
Authors:  Tang, Jinsong;  Fan, Yu;  Li, Hong;  Xiang, Qun;  Zhang, Deng-Feng;  Li, Zongchang;  He, Ying;  Liao, Yanhui;  Wang, Ya;  He, Fan;  Zhang, Fengyu;  Shugart, Yin Yao;  Liu, Chunyu;  Tang, Yanqing;  Chan, Raymond C. K.;  Wang, Chuan-Yue;  Yao, Yong-Gang;  Chen, Xiaogang
Adobe PDF(788Kb)  |  Favorite  |  View/Download:92/3  |  Submit date:2017/08/07
Whole-genome sequencing  Schizophrenia  Monozygotic twin  De novo mutation  Combined effect  Susceptibility  
Neural Correlates of Prospective Memory Impairments in Schizophrenia 期刊论文
NEUROPSYCHOLOGY, 2016, 卷号: 30, 期号: 2, 页码: 169-180
Authors:  Chen, Xing-jie;  Wang, Ya;  Wang, Yi;  Yang, Tian-xiao;  Zou, Lai-quan;  Huang, Jia;  Li, Feng-hua;  Chen, An-tao;  Wang, Wei-hong;  Zheng, Han-feng;  Cheung, Eric F. C.;  Shum, David H. K.;  Chan, Raymond C. K.
Adobe PDF(1022Kb)  |  Favorite  |  View/Download:94/7  |  Submit date:2016/04/25
functional imaging  hypofrontality  prospective memory  schizophrenia