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

Shirley Wang

Brigham and Women's Hospital

ORCID: 0000-0001-7761-7090

Also affiliated with Harvard University, University of Waterloo

MathematicsEconomics, Econometrics and FinanceDecision SciencesPharmacology, Toxicology and Pharmaceutics

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 4%percentile
0.585Author DataRank

Indexed papers

3in 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 3 indexed papers 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 →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Emulating randomized trials by observational database studies: the RCT-DUPLICATE initiative in COPD and asthma

American Journal of Epidemiology(2024)10.1093/aje/kwae319
Top 40%
0.481DataRank
Top 40%9 citations

Sebastian Schneeweiß, William B. Feldman, Helen Tesfaye, Shirley Wang, Samy Suissa

Papers

Driven by 18 papers — median percentile 22. Top paper: “Cardiovascular outcomes of semaglutide and tirzepatide for patients with type 2 diabetes in clinical practice”.

Cardiovascular outcomes of semaglutide and tirzepatide for patients with type 2 diabetes in clinical practice

Nature Medicine(2025)10.1038/s41591-025-04102-x
N/A
0.535DataRank · unranked
25 citations

Sebastian Schneeweiß, Rishi Desai, Sushama Kattinakere Sreedhara, Anna R. Kehoe, Kenshiro Fuse +4 more

Emulating randomized trials by observational database studies: the RCT-DUPLICATE initiative in COPD and asthma

American Journal of Epidemiology(2024)10.1093/aje/kwae319
Top 40%
0.481DataRank
Top 40%9 citations

Sebastian Schneeweiß, William B. Feldman, Helen Tesfaye, Shirley Wang, Samy Suissa

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

Hierarchical clustering analysis to inform classification of congenital malformations for surveillance of medication safety in pregnancy

American Journal of Epidemiology(2024)10.1093/aje/kwae272
N/A
0.208DataRank · unranked
3 citations

Shirley Wang, Sonia Hernández–Dı́az, Kathryn J. Gray, Seanna Vine, Massimiliano Russo +5 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

Predicting Treatment Effects of a New‐to‐Market Drug in Clinical Practice Based on Phase III Randomized Trial Results

Clinical Pharmacology & Therapeutics(2023)10.1002/cpt.2983
N/A
0.165DataRank · unranked
2 citations

Shirley Wang, Dae Hyun Kim, Ethan M. Alt, Mufaddal Mahesri, Lily G. Bessette +3 more

Prospective validation of a dynamic prognostic model for identifying COVID‐19 patients at high risk of rapid deterioration

Pharmacoepidemiology and Drug Safety(2022)10.1002/pds.5580
Top 78%
0.104DataRank
Top 78%1 citations

Elvira D’Andrea, Rishi Desai, Joshua J. Gagne, Jun S. Liu, Shirley Wang +1 more

Design differences and variation in results between randomised trials and non-randomised emulations: meta-analysis of RCT-DUPLICATE data

BMJ Medicine(2024)10.1136/bmjmed-2023-000709
N/A
0DataRank · unranked
28 citations

Leonhard Held, Sebastian Schneeweiß, Shirley Wang, Rachel Heyard

Emulation of randomized trials of direct oral anticoagulants with claims data and implications for new Factor XI inhibitors

Pharmacoepidemiology and Drug Safety(2024)10.1002/pds.5813
N/A
0DataRank · unranked
0 citations

Kueiyu Joshua Lin, Sebastian Schneeweiß, Shirley Wang

Scalable confounding adjustment in real-world evidence: benchmarking data-adaptive and investigator-specified strategies in a large-scale trial emulation study

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf204
N/A
0DataRank · unranked
1 citations

Shirley Wang, Richard Wyss, Sebastian Schneeweiß, Andrew R. Weckstein

Assessing and Interpreting Real‐World Evidence Studies: Introductory Points for New Reviewers

Clinical Pharmacology & Therapeutics(2021)10.1002/cpt.2398
N/A
0DataRank · unranked
26 citations

Sebastian Schneeweiß, Shirley Wang

Using real-world data to predict findings of an ongoing phase IV trial: glycemic control of semaglutide versus standard of care

BMJ Open Diabetes Research & Care(2025)10.1136/bmjdrc-2025-005180
Top 100%
0DataRank
Top 100%0 citations

Sebastian Schneeweiß, Elvira D’Andrea, Janick Weberpals, ELYSE C. DICESARE, Elisabetta Patorno +5 more

HARmonized Protocol Template to Enhance Reproducibility of hypothesis evaluating real‐world evidence studies on treatment effects: A good practices report of a joint ISPE/ISPOR task force

Pharmacoepidemiology and Drug Safety(2022)10.1002/pds.5507
N/A
0DataRank · unranked
105 citations

Anton Pottegård, William H. Crown, Peter Arlett, Darren M. Ashcroft, Eric I. Benchimol +17 more

HARmonized Protocol Template to Enhance Reproducibility of Hypothesis Evaluating Real-World Evidence Studies on Treatment Effects: A Good Practices Report of a Joint ISPE/ISPOR Task Force

Value in Health(2022)10.1016/j.jval.2022.09.001
N/A
0DataRank · unranked
50 citations

Anton Pottegård, William H. Crown, Peter Arlett, Darren M. Ashcroft, Eric I. Benchimol +17 more

Understanding variation in the results of real-world evidence studies that seem to address the same question

Journal of Clinical Epidemiology(2022)10.1016/j.jclinepi.2022.08.012
N/A
0DataRank · unranked
15 citations

Sushama Kattinakere Sreedhara, Lily G. Bessette, Sebastian Schneeweiß, Shirley Wang

Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies

Journal of Clinical Epidemiology(2022)10.1016/j.jclinepi.2022.07.009
N/A
0DataRank · unranked
3 citations

William B. Feldman, Shirley Wang, Siddhi Umarje, Elvira D’Andrea, Helen Tesfaye +4 more

The Impact of Longitudinal Data‐Completeness of Electronic Health Record Data on the Prediction Performance of Clinical Risk Scores

Clinical Pharmacology & Therapeutics(2023)10.1002/cpt.2901
N/A
0DataRank · unranked
4 citations

Janick Weberpals, Shirley Wang, Rishi Desai, David Merola, Kueiyu Joshua Lin +1 more

Design differences explain variation in results between randomized trials and their non-randomized emulations

medRxiv(2023)10.1101/2023.07.13.23292601
N/A
0DataRank · unranked
2 citations

Leonhard Held, Sebastian Schneeweiß, Shirley Wang, Rachel Heyard