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

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
0.557Author 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.

Top 35%22 citations

Mickaël Alligon, Michael H. Albert, Matthew Buckland, David Edgar, Benjamin Gathmann +94 more

Papers

Driven by 4 papers — median percentile 65. Top paper: Swarm Learning for decentralized and confidential clinical machine learning.

821 citations

Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg +183 more

Top 35%22 citations

Mickaël Alligon, Michael H. Albert, Matthew Buckland, David Edgar, Benjamin Gathmann +94 more

6 citations

João Malato, Franziska Sotzny, Anna D. Grabowska, André Fonseca, Clara Cordeiro +8 more

28 citations

Annick Fehrer, Friederike Hoheisel, Simon Schoening, Anna C. Aschenbrenner, Nina Babel +38 more