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

Paul Elbers

Amsterdam Neuroscience

ORCID: 0000-0003-0447-6893

Also affiliated with Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, University of Amsterdam

MedicineComputer 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
5.4Author 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.

Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists

Critical Care Medicine(2022)10.1097/ccm.0000000000005517
Top 6%
3.9DataRank
Top 6%97 citations

Tariq A. Dam, Leo A. Celi, Martin Faltys, Miguel A. A. de la Hoz, Lasith Adhikari +5 more

Papers

Driven by 9 papers — median percentile 90. Top paper: “Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists”.

Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists

Critical Care Medicine(2022)10.1097/ccm.0000000000005517
Top 6%
3.9DataRank
Top 6%97 citations

Tariq A. Dam, Leo A. Celi, Martin Faltys, Miguel A. A. de la Hoz, Lasith Adhikari +5 more

Use of artificial intelligence in critical care: opportunities and obstacles

Critical Care(2024)10.1186/s13054-024-04860-z
N/A
2.5DataRank · unranked
138 citations

Armando Bedoya, Azra Bihorac, Leo Anthony Celi, Matthew M. Churpek, Nicoleta Economou-Zavlanos +9 more

Understanding critically ill sepsis patients with normal serum lactate levels: results from U.S. and European ICU cohorts

Scientific Reports(2021)10.1038/s41598-021-99581-6
Top 14%
1.5DataRank
Top 14%44 citations

Josep Gómez, Manuel Ruíz-Botella, David R. Ziehr, William M. Oldham, Giovana Gavidia‐Bovadilla +6 more

Large language models in critical care

Journal of Intensive Medicine(2025)10.1016/j.jointm.2024.12.001
N/A
0.515DataRank · unranked
30 citations

Jessica D. Workum, Merijn Reuland, Michel E. van Genderen, Patrick Thoral, Dave Dongelmans +2 more

Leveraging electronic health records for data science: common pitfalls and how to avoid them

The Lancet Digital Health(2022)10.1016/s2589-7500(22)00154-6
N/A
0DataRank · unranked
158 citations

Li-Ching Chen, Stephanie L Hyland, Armand R. J. Girbes, Paul Elbers, Leo Anthony Celi +1 more

A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation

Critical Care(2022)10.1186/s13054-022-03968-4
N/A
0DataRank · unranked
33 citations

Miguel Ángel Armengol de la Hoz, Gwendolyn Lee, Alexandria Lee, Patrick Thoral, Paul Elbers +5 more

Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation

Studies in computational intelligence(2022)10.1007/978-3-031-14771-5_10
N/A
0DataRank · unranked
17 citations

Patrick Thoral, Paul Elbers, Giovanni Cinà, Karina Zadorozhny

Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europe and North America

BMJ Health & Care Informatics(2021)10.1136/bmjhci-2021-100419
N/A
0DataRank · unranked
4 citations

Louis Agha-Mir-Salim, Zachary O’Brien, Dora C. Huang, Peiyao Li, Josep Gómez +9 more

Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*

Critical Care Medicine(2021)10.1097/ccm.0000000000004916
N/A
0DataRank · unranked
265 citations

Jan M. Peppink, Ronald H. Driessen, Eric J.G. Sijbrands, Erwin J. O. Kompanje, Lewis J. Kaplan +10 more