🏆 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 3%percentile
1.7Author 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 14%27 citations

Michael M. Wach, Samantha M. Ruff, Laurence P. Diggs, Sean P. Martin, Timothy L. Wiemken +5 more

Papers

Driven by 12 papers — median percentile 62. Top paper: Gallbladder squamous cell carcinoma: An analysis of 1084 cases from the National Cancer Database.

Top 14%27 citations

Michael M. Wach, Samantha M. Ruff, Laurence P. Diggs, Sean P. Martin, Timothy L. Wiemken +5 more

20 citations

Lauren A. Gamble, Bryan F. Curtin, Samantha M. Ruff, Maureen Connolly, Cathleen Hannah +9 more

36 citations

Lauren A. Gamble, Samuel A. Schueler, Samantha M. Ruff, Martha Quezado, Markku Miettinen +7 more

Top 62%3 citations

Kaelyn C. Cummins, Chengli Shen, Elio R. Bitar, Susan J. Kim, Mackenzie M. Mayhew +5 more

7 citations

Laura M. Drudi, Alexandra M. Adams, Isabella Faria, Hope Feldman, Hallbera Gudmundsdottir +16 more

2 citations

Abir K. Panda, Rodrigo Xavier das Neves, Zeribe C. Nwosu, Ke Xu, Elke van Beek +59 more

1 citations

Mohamad El Moheb, Chengli Shen, Susan J. Kim, Russell G. Witt, Samantha M. Ruff +2 more

0 citations

Chengli Shen, Mohamad El Moheb, Kaelyn C. Cummins, Samantha M. Ruff, Russell G. Witt +2 more

0 citations

Samantha M. Ruff, Kirsten Remmert, Martha E. Teke, Emily A. Verbus, Areeba Saif +57 more

24 citations

Shreya Gupta, Mackenzie L. Shindorf, Lauren A. Gamble, Samantha M. Ruff, Justin A. Drake +8 more

5 citations

John G. Aversa, Timothy L. Wiemken, Sean P. Martin, Justin A. Drake, Samantha M. Ruff +7 more

2 citations

Lauren A. Gamble, Bryan F. Curtin, Samantha M. Ruff, Maureen Connolly, Cathleen Hannah +9 more