Ziyue Liu, M.D.

Key Publications

Methodological research

• Liu Z. A sequential Monte Carlo Gibbs coupled with stochastically approximated expectation-maximization algorithm for functional data. Statistics and Its Interface, 2022, 15:197-208.
• Liu Z, Weaver J, de Papp A, Li Z, Martin J, Allen K, Hui S, Imel EA. Disparities in osteoporosis treatments. Osteoporosis International, 2016, 27:509-519. PMID:26216226
• Liu Z, Cappola AR, Crofford LJ, Guo W. Modeling bivariate longitudinal hormone profiles by hierarchical state space models. Journal of the American Statistical Association, 2014, 109:108-118. PMID:24729646, PMCID:PMC3979568
• Liu Z, Yu M, Tong Y. Testing and sample size for polygonal one-sided hypotheses on bivariate binary outcomes. Statistics in Biopharmaceutical Research, 2013, 5:1-17.
• Liu Z, Guo W. Data Driven Adaptive Spline Smoothing. Statistica Sinica, 2010, 20:1143–1163.

Collaborative research

• Sorensen MD, Harper JD, Borofsky MS, Hameed TA, Smoot KJ, Burke BH, Levchak BJ, Williams JC, Bailey MR, Liu Z, Lingeman JE. Removal of Small, Asymptomatic kidney stones and relapse rates. New England Journal of Medicine, 2022, 387:506-513.
• Warden SJ, Liu Z, Fuchs RK, van Rietbergen B, Moe SM. Reference data and calculators for second-generation HR-pQCT measures of the radius and tibia at anatomically standardized regions in White adults. Osteoporosis International, 2022, 33:791-806. PMID: 34590158, PMCID: PMC8934267
• Weiner M, Dexter PR, Heithoff K, Roberts AR, Liu Z, Ashley A, Hui S, Schelfhout J, Dicpinigaitis P, Doshi I, Weaver JP. Identifying and characterizing a chronic cough cohort through electronic health records. Chest, 2021, 159, 2346-2355. PMID: 33345951.
• Gupta SK, Liu Z, Sims EC, Repass MJ, Haneline LS, Yoder MC. Endothelial colony forming cell reduced and negatively associated with intermediate monocytes in HIV. Journal of Infectious Diseases, 2019, 219, 1076-1083.
• Seng S, Liu Z, Chiu SK, Proverbs-Singh T, Sonpavde G, Choueiri TK, Tsao CK, Yu M, Hahn NM, Oh WK, Galsky MD. Risk of venous thromboembolism in cancer patients treated with cisplatin: A systematic review and meta-analysis. Journal of Clinical Oncology, 2012, 30:4416-4426. PMID: 23150697