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

William Yuan

Boston Children's Hospital

ORCID: 0000-0002-2682-0416

Also affiliated with Beth Israel Deaconess Medical Center, Harvard University, Etiometry (United States)

MedicineComputer ScienceMathematics

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 5%percentile
0.505Author DataRank

Indexed papers

2in 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 2 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.

Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2

BMJ Open(2022)10.1136/bmjopen-2021-057725
Top 38%
0.505DataRank
Top 38%9 citations

Harrison G. Zhang, Sehi L’Yi, Griffin M. Weber, Paul Avillach, Bryce W. Q. Tan +56 more

Papers

Driven by 18 papers — median percentile 62. Top paper: “Chemical Space Mimicry for Drug Discovery”.

Chemical Space Mimicry for Drug Discovery

Journal of Chemical Information and Modeling(2017)10.1021/acs.jcim.6b00754
N/A
0.712DataRank · unranked
114 citations

Dadi Jiang, Dhanya K. Nambiar, Lydia P. Liew, Michael P. Hay, Joshua Bloomstein +8 more

Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study

Journal of Medical Internet Research(2022)10.2196/37931
N/A
0.609DataRank · unranked
57 citations

Zachary H. Strasser, Meghan R. Hutch, Chris J. Kennedy, Jayson S. Marwaha, Michele Morris +16 more

SurvMaximin: Robust federated approach to transporting survival risk prediction models

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104176
N/A
0.520DataRank · unranked
31 citations

Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat +53 more

Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2

BMJ Open(2022)10.1136/bmjopen-2021-057725
Top 38%
0.505DataRank
Top 38%9 citations

Harrison G. Zhang, Sehi L’Yi, Griffin M. Weber, Paul Avillach, Bryce W. Q. Tan +56 more

The algorithmic consultant: a new era of clinical AI calls for a new workforce of physician-algorithm specialists

npj Digital Medicine(2025)10.1038/s41746-025-01960-0
N/A
0.269DataRank · unranked
5 citations

William Yuan, Mukund Poddar, Pansy Elsamadisi, Gabriel A. Brat, Jayson S. Marwaha

Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study

medRxiv(2022)10.1101/2022.02.10.22270728
N/A
0DataRank · unranked
8 citations

Zachary H. Strasser, Meghan R. Hutch, Chris J. Kennedy, Jayson S. Marwaha, Michele Morris +16 more

Temporal bias in case-control design: preventing reliable predictions of the future

Nature Communications(2021)10.1038/s41467-021-21390-2
N/A
0DataRank · unranked
88 citations

Brett K. Beaulieu‐Jones, Kun‐Hsing Yu, Scott L. Lipnick, Nathan Palmer, Joseph Loscalzo +3 more

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104306
N/A
0DataRank · unranked
29 citations

Emily Getzen, Meghan R. Hutch, Zachary H. Strasser, Alba Gutiérrez‐Sacristán, Trang T. Le +34 more

Quantifying the Prognostic Value of Preoperative Surgeon Intuition: Comparing Surgeon Intuition and Clinical Risk Prediction as Derived from the American College of Surgeons NSQIP Risk Calculator

Journal of the American College of Surgeons(2023)10.1097/xcs.0000000000000658
N/A
0DataRank · unranked
14 citations

Brendin R. Beaulieu‐Jones, Margaret T. Berrigan, William Yuan, Stephen R. Odom, Charles H. Cook +6 more

Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium

PLoS ONE(2023)10.1371/journal.pone.0266985
N/A
0DataRank · unranked
9 citations

Arthur Orieux, Thomas Ferté, Antoine Neuraz, Gabriel A. Brat, Paul Avillach +35 more

An operational guide to translational clinical machine learning in academic medical centers

npj Digital Medicine(2024)10.1038/s41746-024-01094-9
N/A
0DataRank · unranked
22 citations

Jayson S. Marwaha, William Yuan, Santiago Romero‐Brufau, Gabriel A. Brat, Mukund Poddar

Neurological diagnoses in hospitalized COVID-19 patients associated with adverse outcomes: A multinational cohort study

PLOS Digital Health(2024)10.1371/journal.pdig.0000484
N/A
0DataRank · unranked
3 citations

Jiyeon Son, Trang T. Le, Chuan Hong, Xuan Wang, Zahra Shakeri Hossein Abad +43 more

Development of a Claims-Based Computable Phenotype for Ulcerative Colitis Flares

medRxiv(2025)10.1101/2025.01.26.25321138
N/A
0DataRank · unranked
0 citations

Jayson S. Marwaha, Daniel J. Wong, William Yuan, Michelle Fakler, Chris J. Kennedy +5 more

SurvMaximin: Robust Federated Approach to Transporting Survival Risk Prediction Models

medRxiv(2022)10.1101/2022.02.03.22270410
N/A
0DataRank · unranked
3 citations

Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat +53 more

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

Journal of Medical Internet Research(2021)10.2196/31400
N/A
0DataRank · unranked
24 citations

Harrison G. Zhang, Sehi L’Yi, Clara-Lea Bonzel, Chuan Hong, Paul Avillach +64 more

Comment on: Truth and truthiness: evidence, experience and clinical judgement in surgery

British journal of surgery(2021)10.1093/bjs/znab319
N/A
0DataRank · unranked
3 citations

Brett K. Beaulieu‐Jones, William Yuan, Gabriel A. Brat, Jayson S. Marwaha

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study (Preprint)

(2021)10.2196/preprints.31400
N/A
0DataRank · unranked
1 citations

Harrison G. Zhang, Sehi L’Yi, Clara-Lea Bonzel, Chuan Hong, Paul Avillach +64 more

Trends in Medical Management of Moderately to Severely Active Ulcerative Colitis: A Nationwide Retrospective Analysis

Inflammatory Bowel Diseases(2022)10.1093/ibd/izac134
N/A
0DataRank · unranked
7 citations

Jayson S. Marwaha, Shana Rakowsky, Nathan Palmer, Isaac S. Kohane, David T. Rubin +3 more