🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Liangyuan Hu

Rutgers, The State University of New Jersey

ORCID: 0000-0002-4067-892X

Also affiliated with Rutgers Sexual and Reproductive Health and Rights, Environmental and Occupational Health Sciences Institute

MathematicsEconomics, Econometrics and FinanceSocial Sciences

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile
0Author DataRank

Indexed papers

0in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 15 papers. Top paper: “Identifying and assessing the impact of key neighborhood-level determinants on geographic variation in stroke: a machine learning and multilevel modeling approach”.

Identifying and assessing the impact of key neighborhood-level determinants on geographic variation in stroke: a machine learning and multilevel modeling approach

BMC Public Health(2020)10.1186/s12889-020-09766-3
N/A
0DataRank · unranked
17 citations

Liangyuan Hu, Bian Liu, Yan Li, Jiayi Ji

Machine learning identifies novel blood protein predictors of penetrating and stricturing complications in newly diagnosed paediatric Crohn's disease

Alimentary Pharmacology & Therapeutics(2020)10.1111/apt.16136
N/A
0DataRank · unranked
46 citations

Liangyuan Hu, Jiayi Ji, Shikha Nayar, Subra Kugathasan, Lee A. Denson +5 more

Quantile regression forests to identify determinants of stroke: implications for neighborhoods with high prevalence

Research Square (Research Square)(2020)10.21203/rs.3.rs-34390/v1
N/A
0DataRank · unranked
0 citations

Jiayi Ji, Yan Li, Bian Liu, Liangyuan Hu

A Role for CXCR3 Ligands as Biomarkers of Post-Operative Crohn’s Disease Recurrence

Journal of Crohn s and Colitis(2021)10.1093/ecco-jcc/jjab186
N/A
0DataRank · unranked
37 citations

Shadi Nayeri, Jiayi Ji, Cristian Hernández-Rocha, Ksenija Sabic, Liangyuan Hu +11 more

Estimating heterogeneous survival treatment effects of lung cancer screening approaches: A causal machine learning analysis

Annals of Epidemiology(2021)10.1016/j.annepidem.2021.06.008
N/A
0DataRank · unranked
20 citations

Jung-Yi Lin, Keith Sigel, Minal Kale, Liangyuan Hu

A flexible approach for causal inference with multiple treatments and clustered survival outcomes

Statistics in Medicine(2022)10.1002/sim.9548
N/A
0DataRank · unranked
15 citations

Jiayi Ji, Ronald D. Ennis, Joseph W. Hogan, Liangyuan Hu

Correlates of cancer prevalence across census tracts in the United States: A Bayesian machine learning approach

Spatial and Spatio-temporal Epidemiology(2022)10.1016/j.sste.2022.100522
N/A
0DataRank · unranked
2 citations

Liangyuan Hu, Yan Li, Bian Liu, Li Niu

Estimating the causal effects of multiple intermittent treatments with application to COVID-19

Journal of the Royal Statistical Society Series C (Applied Statistics)(2023)10.1093/jrsssc/qlad076
N/A
0DataRank · unranked
3 citations

Jiayi Ji, Himanshu Joshi, Erick R. Scott, Fan Li, Liangyuan Hu

Examining the efficacy of a cardio-dance intervention on brain health and the moderating role of ABCA7 in older African Americans: a protocol for a randomized controlled trial

Frontiers in Aging Neuroscience(2023)10.3389/fnagi.2023.1266423
N/A
0DataRank · unranked
0 citations

Joshua L. Gills, Bernadette A. Fausto, Steven K. Malin, Paul R. Duberstein, Kirk I. Erickson +2 more

Treatment Effect Heterogeneity in Acute Kidney Injury Incidence Following Intravenous Antihypertensive Administration for Severe Blood Pressure Elevation During Hospitalization

American Journal of Kidney Diseases(2024)10.1053/j.ajkd.2024.09.011
N/A
0DataRank · unranked
4 citations

Xinyuan Chen, Michael O. Harhay, Liangyuan Hu, Aditya Biswas, Aldo J. Peixoto +3 more

Examining the Trajectory of Health-Related Quality of Life among Coronavirus Disease Patients

Journal of General Internal Medicine(2024)10.1007/s11606-023-08575-9
N/A
0DataRank · unranked
3 citations

Juan P. Wisnivesky, Jenny J. Lin, Kirk N. Campbell, Liangyuan Hu, Minal Kale +1 more

Leveraging machine learning: Covariate-adjusted Bayesian adaptive randomization and subgroup discovery in multi-arm survival trials

Contemporary Clinical Trials(2024)10.1016/j.cct.2024.107547
N/A
0DataRank · unranked
2 citations

Jason Roy, Hao Liu, Liangyuan Hu, Wenxuan Xiong

A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding

Lifetime Data Analysis(2025)10.1007/s10985-025-09652-3
N/A
0DataRank · unranked
2 citations

Liangyuan Hu, Fan Li, Xinyuan Chen

A Bayesian Approach to the G‐Formula via Iterative Conditional Regression

Statistics in Medicine(2025)10.1002/sim.70123
N/A
0DataRank · unranked
0 citations

Liangyuan Hu, F. Perry Wilson, Joshua L. Warren, Fan Li, Ruyi Liu

Estimands and doubly robust estimation for cluster-randomized trials with survival outcomes

arXiv (Cornell University)(2025)10.48550/arxiv.2510.08438
N/A
0DataRank · unranked
0 citations

Bingkai Wang, Liangyuan Hu, Fan Li, Xi Fang