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Dive into the research topics where Liangyuan Hu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Bayesian machine learning for causal inference with incomplete longitudinal covariates and censored survival outcomes
Hu, L. (CoPI) & Hu, L. L. (PI)
National Heart, Lung, and Blood Institute
5/15/22 → 4/30/27
Project: Research project
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Flexible Bayesian approaches to causal inference with multilevel survival data and multiple treatments
7/16/20 → 6/30/22
Project: Research project
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Multi-Level Variable Selection Using a BART-Enhanced Mixed-Effects Framework
Zhang, K., Li, Y., Zou, J., Wang, S., Fausto, B. A. & Hu, L., May 2026, In: Statistics in Medicine. 45, 10-12, e70593.Research output: Contribution to journal › Article › peer-review
Open Access -
A Bayesian Approach to the G-Formula via Iterative Conditional Regression
Liu, R., Hu, L., Perry Wilson, F., Warren, J. L. & Li, F., Jun 2025, In: Statistics in Medicine. 44, 13-14, e70123.Research output: Contribution to journal › Article › peer-review
Open Access -
A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding
Chen, X., Hu, L. & Li, F., Apr 2025, In: Lifetime Data Analysis. 31, 2, p. 394-421 28 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
The association of perceived social support, resilience, and posttraumatic stress symptoms among coronavirus disease patients in the United States
Li, J., Wisnivesky, J., Gonzalez, A., Feder, A., Pietrzak, R. H., Chanumolu, D., Hu, L. & Kale, M., Jan 1 2025, In: Journal of Affective Disorders. 368, p. 390-397 8 p.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations -
Treatment Effect Heterogeneity in Acute Kidney Injury Incidence Following Intravenous Antihypertensive Administration for Severe Blood Pressure Elevation During Hospitalization
Ghazi, L., Chen, X., Harhay, M. O., Hu, L., Biswas, A., Peixoto, A. J., Li, F. & Wilson, F. P., Apr 2025, In: American Journal of Kidney Diseases. 85, 4, p. 442-453 12 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations