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

Roger G. Mark

Massachusetts Institute of Technology

ORCID: 0000-0002-6318-2978
MedicineEngineeringComputer Science

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
30.0Author 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.

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

Scientific Data(2018)10.1038/sdata.2018.178
Top 1%
11.1DataRank
Top 1%1899 citations

Alistair E. W. Johnson, Jesse D. Raffa, Roger G. Mark, Omar Badawi, Leo Anthony Celi +1 more

Papers

Driven by 12 papers — median percentile 99. Top paper: “The eICU Collaborative Research Database, a freely available multi-center database for critical care research”.

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

Scientific Data(2018)10.1038/sdata.2018.178
Top 1%
11.1DataRank
Top 1%1899 citations

Alistair E. W. Johnson, Jesse D. Raffa, Roger G. Mark, Omar Badawi, Leo Anthony Celi +1 more

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

MIMIC-IV, a freely accessible electronic health record dataset

Scientific Data(2023)10.1038/s41597-022-01899-x
Top 2%
8.0DataRank
Top 2%2913 citations

Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng +8 more

Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation

The Lancet Digital Health(2023)10.1016/s2589-7500(23)00128-0
N/A
2.2DataRank · unranked
58 citations

Pan Hu, Wesley Yeung, Zhongheng Zhang, Vanda Ho, Chao Liu +10 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

De-identification algorithm for free-text nursing notes

Computers in Cardiology, 2005(2005)10.1109/cic.2005.1588104
N/A
0.520DataRank · unranked
31 citations

G.D. Cliffford, G.B. Moody, Margaret Douglass, Andrew Reisner, William J. Long +2 more

Deep neural networks detect regional wall motion abnormalities and preclinical cardiovascular disease from 12-lead ECGs

medRxiv(2024)10.1101/2024.05.31.24308304
N/A
0.104DataRank · unranked
1 citations

Parastou Eslami, Jonathan W. Waks, Laurent Fiorina, Ashish Chaudhari, Christine Henry +7 more

Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study

The Journals of Gerontology Series A(2022)10.1093/gerona/glac107
N/A
0DataRank · unranked
14 citations

Clark DuMontier, Pan Hu, Chao Liu, Wesley Yeung, Zhi Mao +11 more

PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms

Computing in cardiology(2022)10.22489/cinc.2022.335
N/A
0DataRank · unranked
0 citations

Hasan Saeed, Benjamin Moody, Diane Perry, Eric Gottlieb, Tom Pollard +6 more

A contrastive learning approach for ICU false arrhythmia alarm reduction

Scientific Reports(2022)10.1038/s41598-022-07761-9
N/A
0DataRank · unranked
21 citations

Guoshuai Zhao, Jun Li, Gan Sun, Xueming Qian, Benjamin Moody +3 more

Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help?

Computing in cardiology(2023)10.22489/cinc.2023.072
N/A
0DataRank · unranked
1 citations

Steven Horng, Seth J. Berkowitz, Ruizhi Liao, Rahul G. Krishnan, Li-wei H. Lehman +2 more

Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance

British Journal of Anaesthesia(2021)10.1016/j.bja.2021.04.035
N/A
0DataRank · unranked
12 citations

Li-wei H. Lehman, Roger G. Mark, Daniel Talmor, Somnath Bose, Zachary Shahn