Lei Liu

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 40

Top Topics

Network Analysis

Palliative Care

Top Venues

Statistics in medicine

Bioinformatics (Oxford, England)

Statistical methods in medical research

This page only lists publications with an associated author ORCID identifier.

Publications

Ruiwen Zhou, J Philip Miller, Mae Gordon, Michael Kass, Mingquan Lin, Yifan Peng, Fuhai Li, Jiarui Feng, Lei Liu
Deep learning models to predict primary open-angle glaucoma. Stat (International Statistical Institute) 13 (1) (2024)
Lili Liu, Kevin He, Di Wang, Shujie Ma, Annie Qu, Yihui Luan, J Philip Miller, Yizhe Song, Lei Liu
Health Care Provider Clustering Using Fusion Penalty in Quasi-Likelihood. Biometrical journal. Biometrische Zeitschrift 66 (6) (2024)
Ruiwen Zhou, J Philip Miller, Mae Gordon, Michael Kass, Mingquan Lin, Yifan Peng, Fuhai Li, Jiarui Feng, Lei Liu
Deep learning models to predict primary open-angle glaucoma. Stat (International Statistical Institute) 13 (1) (2024)
Lili Liu, Kevin He, Di Wang, Shujie Ma, Annie Qu, Yihui Luan, J Philip Miller, Yizhe Song, Lei Liu
Health Care Provider Clustering Using Fusion Penalty in Quasi-Likelihood. Biometrical journal. Biometrische Zeitschrift 66 (6) (2024)
Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinformatics (Oxford, England) 40 (2) (2024)
Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinformatics (Oxford, England) 40 (2) (2024)
Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinformatics (Oxford, England) 40 (2) (2024)
Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinformatics (Oxford, England) 40 (2) (2024)
Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinformatics (Oxford, England) 40 (2) (2024)
Jiadong Ji, Zhendong Hou, Yong He, Lei Liu, Fuzhong Xue, Hao Chen, Zhongshang Yuan
Differential network knockoff filter with application to brain connectivity analysis. Statistics in medicine 43 (20) (2024)
Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinformatics (Oxford, England) 40 (2) (2024)
Jiadong Ji, Zhendong Hou, Yong He, Lei Liu, Fuzhong Xue, Hao Chen, Zhongshang Yuan
Differential network knockoff filter with application to brain connectivity analysis. Statistics in medicine (2024)
Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinformatics (Oxford, England) 40 (2) (2024)
Lili Liu, Kevin He, Di Wang, Shujie Ma, Annie Qu, Lu Lin, J Philip Miller, Lei Liu
Healthcare center clustering for Cox's proportional hazards model by fusion penalty. Statistics in medicine (2023)
Yiming Shi, Huilin Li, Chan Wang, Jun Chen, Hongmei Jiang, Ya-Chen T Shih, Haixiang Zhang, Yizhe Song, Yang Feng, Lei Liu
A flexible quasi-likelihood model for microbiome abundance count data. Statistics in medicine (2023)
Fang Niu, Cheng Zheng, Lei Liu
Exploring causal mechanisms and quantifying direct and indirect effects using a joint modeling approach for recurrent and terminal events. Statistics in medicine (2023)
Jingxia Liu, Lei Liu, Aimee S James, Graham A Colditz
An overview of optimal designs under a given budget in cluster randomized trials with a binary outcome. Statistical methods in medical research (2023)
Xiaogang Su, Youngjoo Cho, Liqiang Ni, Lei Liu, Elise Dusseldorp
Refined moderation analysis with categorical outcomes in precision medicine. Statistics in medicine (2022)
Dong Liu, Changwei Zhao, Yong He, Lei Liu, Ying Guo, Xinsheng Zhang
Simultaneous cluster structure learning and estimation of heterogeneous graphs for matrix-variate fMRI data. Biometrics (2022)
Xiaogang Su, Youngjoo Cho, Liqiang Ni, Lei Liu, Elise Dusseldorp
Refined moderation analysis with categorical outcomes in precision medicine. Statistics in medicine 42 (4) (2022)
Yong He, Qiushi Li, Qinqin Hu, Lei Liu
Transfer learning in high-dimensional semiparametric graphical models with application to brain connectivity analysis. Statistics in medicine 41 (21) (2022)
Xiaogang Su, Youngjoo Cho, Liqiang Ni, Lei Liu, Elise Dusseldorp
Refined moderation analysis with categorical outcomes in precision medicine. Statistics in medicine 42 (4) (2022)
Lili Liu, Mae Gordon, J Philip Miller, Michael Kass, Lu Lin, Shujie Ma, Lei Liu
Capturing heterogeneity in repeated measures data by fusion penalty. Statistics in medicine 40 (8) (2021)
Cheng Zheng, Lei Liu
Quantifying direct and indirect effect for longitudinal mediator and survival outcome using joint modeling approach. Biometrics (2021)
Dongxiao Han, Xiaogang Su, Liuquan Sun, Sheng Zhang, Lei Liu
Variable selection in joint frailty models of recurrent and terminal events. Biometrics 76 (4) (2020)
Yong He, Hao Chen, Hao Sun, Jiadong Ji, Yufeng Shi, Xinsheng Zhang, Lei Liu
High-dimensional integrative copula discriminant analysis for multiomics data. Statistics in medicine 39 (30) (2020)
Jiadong Ji, Yong He, Lei Liu, Lei Xie
Brain connectivity alteration detection via matrix-variate differential network model. Biometrics (2020)
Haixiang Zhang, Jun Chen, Yang Feng, Chan Wang, Huilin Li, Lei Liu
Mediation effect selection in high-dimensional and compositional microbiome data. Statistics in medicine 40 (4) (2020)
Yishu Wei, Lei Liu, Xiaogang Su, Lihui Zhao, Hongmei Jiang
Precision medicine: Subgroup identification in longitudinal trajectories. Statistical methods in medical research 29 (9) (2020)
Lulu Zuo, Haixiang Zhang, HaiYing Wang, Lei Liu
Sampling-based estimation for massive survival data with additive hazards model. Statistics in medicine 40 (2) (2020)
Xuelin Huang, Lei Liu, Jing Ning, Liang Li, Yu Shen
Estimation of the distribution of longitudinal biomarker trajectories prior to disease progression. Statistics in medicine 38 (11) (2019)
Jingxia Liu, Lei Liu, Debbie L Bennett
Optimal designs in three-level cluster randomized trials with a binary outcome. Statistics in medicine 38 (20) (2019)
Xiaogang Su, Annette T Peña, Lei Liu, Richard A Levine
Random forests of interaction trees for estimating individualized treatment effects in randomized trials. Statistics in medicine 37 (17) (2018)
Haitao Chai, Hongmei Jiang, Lu Lin, Lei Liu
A marginalized two-part Beta regression model for microbiome compositional data. PLoS computational biology 14 (7) (2018)
Xiaobing Zhao, Weiwei Wang, Lei Liu, Ya-Chen T Shih
A flexible quantile regression model for medical costs with application to Medical Expenditure Panel Survey Study. Statistics in medicine 37 (17) (2018)
Lei Liu, Cheng Zheng, Joseph Kang
Exploring causality mechanism in the joint analysis of longitudinal and survival data. Statistics in medicine 37 (26) (2018)
Dongxiao Han, Lei Liu, Xiaogang Su, Bankole Johnson, Liuquan Sun
Variable selection for random effects two-part models. Statistical methods in medical research 28 (9) (2018)
Grace Yoon, Yinan Zheng, Zhou Zhang, Haixiang Zhang, Tao Gao, Brian Joyce, Wei Zhang, Weihua Guan, Andrea A Baccarelli, Wenxin Jiang, Joel Schwartz, Pantel S Vokonas, Lifang Hou, Lei Liu
Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome. BMC bioinformatics 18 (1) (2017)
Zhigang Li, H R Frost, Tor D Tosteson, Lihui Zhao, Lei Liu, Kathleen Lyons, Huaihou Chen, Bernard Cole, David Currow, Marie Bakitas
A semiparametric joint model for terminal trend of quality of life and survival in palliative care research. Statistics in medicine 36 (29) (2017)
Matthew J O'Brien, Ji Young Lee, Mercedes R Carnethon, Ronald T Ackermann, Maria C Vargas, Andrew Hamilton, Nivedita Mohanty, Sarah S Rittner, Jessica N Park, Amro Hassan, David R Buchanan, Lei Liu, Joseph Feinglass
Detecting Dysglycemia Using the 2015 United States Preventive Services Task Force Screening Criteria: A Cohort Analysis of Community Health Center Patients. PLoS medicine 13 (7) (2016)