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A Branch Point on Differentiation Trajectory is the Bifurcating Event Revealed by Dynamical Network Biomarker Analysis of Single-Cell Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 366-375
Authors:  Chen, Ziwei;  Bai, Xiangqi;  Ma, Liang;  Wang, Xiawei;  Liu, Xiuqin;  Liu, Yuting;  Chen, Luonan;  Wan, Lin
Favorite  |  View/Download:1/0  |  Submit date:2020/05/24
Trajectory  Heuristic algorithms  Mice  Correlation  Reactive power  Pseudo temporal trajectory  branch point  DNB theory  reconstruction  single-cell data  bifurcation  dynamical system  
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
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Schizophrenia  PANSS  multi-scale analysis  hot cluster  grey matter volume  pathway  
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
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A Novel Dual Eigen-Analysis of Mouse Multi-Tissues' Expression Profiles Unveils New Perspectives into Type 2 Diabetes 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 12
Authors:  Li, Lei M.;  Liu, Xiuxiu;  Wang, Lin;  Wang, Yong;  Liu, Xiuqin;  Tian, Xue;  Gong, Fuzhou;  Shen, Li;  Peng, Xiao-ding
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