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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
Inference of multiple-wave admixtures by length distribution of ancestral tracks 期刊论文
HEREDITY, 2018, 卷号: 121, 期号: 1, 页码: 52-63
Authors:  Ni, Xumin;  Yuan, Kai;  Yang, Xiong;  Feng, Qidi;  Guo, Wei;  Ma, Zhiming;  Xu, Shuhua
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
Inference of multiple-wave admixtures by length distribution of ancestral tracks 期刊论文
HEREDITY, 2018, 卷号: 121, 期号: 1, 页码: 52
Authors:  Ni, Xumin;  Yuan, Kai;  Yang, Xiong;  Feng, Qidi;  Guo, Wei;  Ma, Zhiming;  Xu, Shuhua
Favorite  |  View/Download:5/0  |  Submit date:2019/12/31
FUKUSHIMA TYPE DECOMPOSITION FOR SEMI-DIRICHLET FORMS 期刊论文
TOHOKU MATHEMATICAL JOURNAL, 2016, 卷号: 68, 期号: 1, 页码: 1-27
Authors:  Ma, Zhi-Ming;  Sun, Wei;  Wang, Li-Fei
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Fukushima type decomposition  quasi-regular semi-Dirichlet forms  stochastic sets of interval type  transformation formula for martingale additive functionals  
A Probabilistic Method for Estimating the Sharing of Identity by Descent for Populations with Migration 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2016, 卷号: 13, 期号: 2, 页码: 281-290
Authors:  Ni, Xumin;  Guo, Wei;  Yuan, Kai;  Yang, Xiong;  Ma, Zhiming;  Xu, Shuhua;  Zhang, Shihua
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Population genetics  identity by descent  probabilistic method  Markov process  
Length Distribution of Ancestral Tracks under a General Admixture Model and Its Applications in Population History Inference 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 12
Authors:  Ni, Xumin;  Yang, Xiong;  Guo, Wei;  Yuan, Kai;  Zhou, Ying;  Ma, Zhiming;  Xu, Shuhua
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
A new method for modeling coalescent processes with recombination 期刊论文
BMC Bioinformatics, 2014, 卷号: 15, 期号: 1
Authors:  Wang,Ying;  Zhou,Ying;  Li,Linfeng;  Chen,Xian;  Liu,Yuting;  Ma,Zhi-Ming;  Xu,Shuhua
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30
Recombination  Coalescence  Ancestral recombination graph (ARG)  Sequentially markov coalescent (SMC)