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

Sihan Zhou

WinnMed

ORCID: 0009-0004-4338-8575

Also affiliated with Mayo Clinic in Florida, Massachusetts Institute of Technology

Computer ScienceDecision SciencesHealth Professions

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 4%percentile
0.892Author 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 23%
0.892DataRank
Top 23%36 citations

Umair Ayub, Syed Arsalan Ahmed Naqvi, Kaneez Zahra Rubab Khakwani, Zaryab bin Riaz Sipra, Ammad Raina +16 more

Papers

Driven by 3 papers — median percentile 77. Top paper: Collaborative large language models for automated data extraction in living systematic reviews.

Top 23%
0.892DataRank
Top 23%36 citations

Umair Ayub, Syed Arsalan Ahmed Naqvi, Kaneez Zahra Rubab Khakwani, Zaryab bin Riaz Sipra, Ammad Raina +16 more

4 citations

Yi Yan, Qiu Min, Yi Tang, Bo Jin, Z.X. Han +29 more

Triangulation‐Based Spatial Clustering for Adjacent Data With Heterogeneous Density

Statistical Analysis and Data Mining The ASA Data Science Journal(2025)10.1002/sam.70017
N/A
0DataRank · unranked
0 citations

Daniel Vasiliu, Shi Qi, Guannan Wang, Sihan Zhou