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

Sengwee Toh

Harvard University

ORCID: 0000-0002-5160-0810

Also affiliated with Harvard Pilgrim Health Care

MathematicsPharmacology, Toxicology and PharmaceuticsMedicineEconomics, Econometrics and Finance

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

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 12 papers. Top paper: “Targeted learning with an undersmoothed LASSO propensity score model for large-scale covariate adjustment in health-care database studies”.

Targeted learning with an undersmoothed LASSO propensity score model for large-scale covariate adjustment in health-care database studies

American Journal of Epidemiology(2024)10.1093/aje/kwae023

N/A

0.406DataRank · unranked

14 citations

Mark van der Laan, Susan Gruber, Xu Shi, Hana Lee, Sarah K. Dutcher +7 more

Utilization of drugs with pregnancy exposure registries during pregnancy

Pharmacoepidemiology and Drug Safety(2018)10.1002/pds.4409

N/A

0.396DataRank · unranked

13 citations

Sengwee Toh, Susan E. Andrade, Christian Hampp, Leyla Sahin, Kate Gelperin +3 more

Note on targeted learning with an undersmoothed Lasso propensity score model for large-scale covariate adjustment in health care database studies

American Journal of Epidemiology(2025)10.1093/aje/kwaf024

N/A

0.165DataRank · unranked

2 citations

Mark van der Laan, Susan Gruber, Xu Shi, Hana Lee, Sarah K. Dutcher +7 more

Distributed Cox proportional hazards regression using summary-level information

Biostatistics(2022)10.1093/biostatistics/kxac006

N/A

0DataRank · unranked

24 citations

Wenbin Lu, Di Shu, Sengwee Toh, Rui Wang, Dongdong Li

Invited Commentary: Go BIG and Go Global—Executing Large-Scale, Multisite Pharmacoepidemiologic Studies Using Real-World Data

American Journal of Epidemiology(2022)10.1093/aje/kwac096

N/A

0DataRank · unranked

3 citations

Sengwee Toh, Judith C. Maro

Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad241

N/A

0DataRank · unranked

11 citations

Brian D. Williamson, David Cronkite, Daniel Park, Jill M Whitaker, Michael F McLemore +13 more

Suitability of administrative claims databases for bariatric surgery research – is the glass half-full or half-empty?

BMC Medical Research Methodology(2020)10.1186/s12874-020-01106-8

N/A

0DataRank · unranked

8 citations

Kristina H. Lewis, Katherine Callaway Kim, J. Frank Wharam, Sengwee Toh, Xiaojuan Li

High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates

arXiv (Cornell University)(2024)10.48550/arxiv.2405.10925

N/A

0DataRank · unranked

0 citations

Pamela A. Shaw, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou +15 more

Comparative BMI-z Changes With Initiation and Adherence to Antidepressant Medications Among Youth

Journal of the American Academy of Child & Adolescent Psychiatry(2025)10.1016/j.jaac.2025.11.008

N/A

0DataRank · unranked

2 citations

Jessica G. Young, Han Yu, Matthew F. Daley, William J. Heerman, David M. Janicke +9 more

High-dimensional multiple imputation for partially observed confounders including natural language processing–derived auxiliary covariates

American Journal of Epidemiology(2025)10.1093/aje/kwaf017

N/A

0DataRank · unranked

4 citations

Pamela A. Shaw, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou +15 more

Automatable Distributed Regression Analysis of Vertically Partitioned Data Facilitated by PopMedNet: Feasibility and Enhancement Study

JMIR Medical Informatics(2021)10.2196/21459

N/A

0DataRank · unranked

3 citations

Thomas Kent, Yuji Samizo, Aleksandra Slavković, Yury Vilk, Sengwee Toh +1 more

Variance estimation in inverse probability weighted Cox models

Biometrics(2020)10.1111/biom.13332

N/A

0DataRank · unranked

50 citations

Jessica G. Young, Sengwee Toh, Rui Wang, Di Shu