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

Peter Szolovits

Massachusetts Institute of Technology

ORCID: 0000-0001-8411-6403
Computer ScienceBiochemistry, Genetics and Molecular BiologyHealth Professions

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 1%percentile
11.0Author 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 →

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.

MIMIC-III, a freely accessible critical care database

Scientific Data(2016)10.1038/sdata.2016.35
Top 1%
11.0DataRank
Top 1%8224 citations

Tom J. Pollard, Lu Shen, Li-wei H. Lehman, Mengling Feng, Mohammad Ghassemi +6 more

Papers

Driven by 15 papers — median percentile 99. Top paper: “MIMIC-III, a freely accessible critical care database”.

MIMIC-III, a freely accessible critical care database

Scientific Data(2016)10.1038/sdata.2016.35
Top 1%
11.0DataRank
Top 1%8224 citations

Tom J. Pollard, Lu Shen, Li-wei H. Lehman, Mengling Feng, Mohammad Ghassemi +6 more

A multidimensional precision medicine approach identifies an autism subtype characterized by dyslipidemia

Nature Medicine(2020)10.1038/s41591-020-1007-0
N/A
2.5DataRank · unranked
86 citations

Alal Eran, Nathan Palmer, Paul Avillach, Ami Levy‐Moonshine, Peter Szolovits +2 more

The Personal Internetworked Notary and Guardian

International Journal of Medical Informatics(2001)10.1016/s1386-5056(00)00136-2
N/A
2.2DataRank · unranked
36 citations

Kenneth D. Mandl, Do Hoon Oh, Daniel J. Nigrin, Peter Szolovits, Isaac S. Kohane +2 more

Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study

The Lancet Digital Health(2024)10.1016/s2589-7500(23)00225-x
N/A
0.909DataRank · unranked
427 citations

Eric Lehman, Mirac Suzgun, Jorge A. Rodriguez, Leo Anthony Celi, Judy Gichoya +9 more

Automated de-identification of free-text medical records

BMC Medical Informatics and Decision Making(2008)10.1186/1472-6947-8-32
N/A
0.905DataRank · unranked
417 citations

Margaret M Douglass, Li-wei H. Lehman, Andrew Reisner, Mauricio Villarroel, William J. Long +6 more

Coding Inequity: Assessing GPT-4’s Potential for Perpetuating Racial and Gender Biases in Healthcare

medRxiv(2023)10.1101/2023.07.13.23292577
N/A
0.515DataRank · unranked
30 citations

Eric Lehman, Mirac Suzgun, Jorge A. Rodriguez, Leo Anthony Celi, Judy Gichoya +9 more

ATLAS: an automated association test using probabilistically linked health records with application to genetic studies

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab187
N/A
0.165DataRank · unranked
2 citations

Boris P. Hejblum, Griffin M. Weber, Nathan Palmer, Susanne Churchill, Peter Szolovits +5 more

ATLAS: An automated association test using probabilistically linked health records with application to genetic studies

medRxiv(2021)10.1101/2021.05.02.21256490
N/A
0.104DataRank · unranked
1 citations

Boris P. Hejblum, Griffin M. Weber, Nathan Palmer, Susanne Churchill, Peter Szolovits +5 more

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

UNC Libraries(2025)10.17615/wb8c-t328
N/A
0DataRank · unranked
0 citations

Timothy Q. Duong, Hua Xu, Daniel R. Harris, Melissa A Haendel, Rafael Fuentes +23 more

Deep Learning Benchmarks on L1000 Gene Expression Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2020)10.1109/tcbb.2019.2910061
N/A
0DataRank · unranked
12 citations

Jennifer Wang, Wen-Ning Zhao, Steven D. Sheridan, Peter Szolovits, Isaac Kohane +3 more

Visceral Adiposity and Severe COVID-19 Disease: Application of an Artificial Intelligence Algorithm to Improve Clinical Risk Prediction

Open Forum Infectious Diseases(2021)10.1093/ofid/ofab275
N/A
0DataRank · unranked
18 citations

Tzu-Ming Harry Hsu, Jacqueline A. Seiglie, Mark J. Siedner, Janet Lo, Virginia A. Triant +9 more

A comprehensive EHR timeseries pre-training benchmark

DSpace@MIT (Massachusetts Institute of Technology)(2021)10.1145/3450439.3451877
N/A
0DataRank · unranked
23 citations

Bret Nestor, Evan Kim, Wancong Zhang, Anna Goldenberg, Peter Szolovits +2 more

Clinical Artificial Intelligence

Clinics in Laboratory Medicine(2022)10.1016/j.cll.2022.09.004
N/A
0DataRank · unranked
6 citations

Bret Nestor, Peter Szolovits, Matthew B.A. McDermott

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad134
N/A
0DataRank · unranked
26 citations

Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert Miller +23 more

Structure-inducing pre-training

Nature Machine Intelligence(2023)10.1038/s42256-023-00647-z
N/A
0DataRank · unranked
20 citations

Brendan Yap, Peter Szolovits, Marinka Zitnik, Matthew B.A. McDermott