🏆 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
0.478Author 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.

Top 40%15 citations

Santiago Estrada, Rika Etteldorf, Dan Liu, M. Shahid, Weiyi Zeng +5 more

Papers

Driven by 9 papers — median percentile 30. 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 40%15 citations

Santiago Estrada, Rika Etteldorf, Dan Liu, M. Shahid, Weiyi Zeng +5 more

7 citations

Mohammad Aslam Imtiaz, Aniket Mishra, Ruiqi Wang, Marisol Herrera-Rivero, Joshua C. Bis +29 more

5 citations

David Emmert, Katrin Horn, Janne Pott, Johannes Frasnelli, Mohammed Aslam Imtiaz +18 more

1 citations

Konstantinos Melas, Adrienne Tin, Valentina Talevi, Honglei Chen, Myriam Fornage +13 more

Top 100%0 citations

Konstantinos Melas, Adrienne Tin, Valentina Talevi, Honglei Chen, Myriam Fornage +13 more

N/A
0DataRank · unranked
22 citations

Abudu I. Bello, Joe Bean, Kara M. Costanzo, Bwaar S. Omer, Dayanne V. Cornelio-Parra +8 more

20 citations

David Kügler, Emad Bahrami, Peng Xu, Dilshad Mousa, Monique M. B. Breteler +3 more

12 citations

Eliana Marisa Ramos, N. Ahmad Aziz, Thomas H. Massey, Branduff McAllister, S. V. Lobanov +16 more