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Multi-scale analysis of schizophrenia risk genes, brain structure, and clinical symptoms reveals integrative clues for subtyping schizophrenia patients 期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2019, 卷号: 11, 期号: 8, 页码: 678-687
Authors:  Ma, Liang;  Rolls, Edmund T.;  Liu, Xiuqin;  Liu, Yuting;  Jiao, Zeyu;  Wang, Yue;  Gong, Weikang;  Ma, Zhiming;  Gong, Fuzhou;  Wan, Lin
Favorite  |  View/Download:2/0  |  Submit date:2020/05/24
Schizophrenia  PANSS  multi-scale analysis  hot cluster  grey matter volume  pathway  
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download:5/0  |  Submit date:2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
MultiWaver 2.0: modeling discrete and continuous gene flow to reconstruct complex population admixtures 期刊论文
EUROPEAN JOURNAL OF HUMAN GENETICS, 2019, 卷号: 27, 期号: 1, 页码: 133-139
Authors:  Ni, Xumin;  Yuan, Kai;  Liu, Chang;  Feng, Qidi;  Tian, Lei;  Ma, Zhiming;  Xu, Shuhua
Favorite  |  View/Download:10/0  |  Submit date:2019/03/05
multiscaleanalysisofschizophreniariskgenesbrainstructureandclinicalsymptomsrevealsintegrativecluesforsubtypingschizophreniapatients 期刊论文
journalofmolecularcellbiology, 2019, 卷号: 11, 期号: 8, 页码: 678-687
Authors:  Ma Liang;  Rolls Edmund T;  Liu Xiuqin;  Liu Yuting;  Jiao Zeyu;  Wang Yue;  Gong Weikang;  Ma Zhiming;  Gong Fuzhou;  Wan Lin
Favorite  |  View/Download:1/0  |  Submit date:2020/05/24