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

Benjamin Stear

Children's Hospital of Philadelphia

ORCID: 0000-0003-2972-0354
Biochemistry, Genetics and Molecular Biology

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
0.617Author 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.

Petagraph: A large-scale unifying knowledge graph framework for integrating biomolecular and biomedical data

Scientific Data(2024)10.1038/s41597-024-04070-w
Top 38%
0.513DataRank
Top 38%14 citations

Taha Mohseni Ahooyi, John K. Simmons, Charles Kollar, Lance Hartman, Katherine Beigel +7 more

Papers

Driven by 7 papers — median percentile 42. Top paper: “Comprehensive Multi-omics Analysis Reveals Mitochondrial Stress as a Central Biological Hub for Spaceflight Impact”.

Comprehensive Multi-omics Analysis Reveals Mitochondrial Stress as a Central Biological Hub for Spaceflight Impact

Cell(2020)10.1016/j.cell.2020.11.002
N/A
7.8DataRank · unranked
410 citations

Hossein Fazelinia, Sara Brin Rosenthal, Evagelia C. Laiakis, Man S. Kim, Cem Meydan +33 more

Petagraph: A large-scale unifying knowledge graph framework for integrating biomolecular and biomedical data

Scientific Data(2024)10.1038/s41597-024-04070-w
Top 38%
0.513DataRank
Top 38%14 citations

Taha Mohseni Ahooyi, John K. Simmons, Charles Kollar, Lance Hartman, Katherine Beigel +7 more

The Data Distillery: A Graph Framework for Semantic Integration and Querying of Biomedical Data

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.11.666099
N/A
0.208DataRank · unranked
3 citations

Benjamin Stear, John K. Simmons, Vincent T. Metzger, Praveen Kumar, John Erol Evangelista +39 more

Homo Sapiens Chromosomal Location Ontology: A Framework for Genomic Data in Biomedical Knowledge Graphs

Scientific Data(2025)10.1038/s41597-024-04358-x
Top 78%
0.104DataRank
Top 78%1 citations

Benjamin Stear, John K. Simmons, Christopher Nemarich, Jonathan C. Silverstein, Deanne Taylor +1 more

Positioning Genomic Features in Biomedical Knowledge Graphs using the Homo sapiens Chromosomal Location Ontology for GRCh38 (HSCLO38)

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.15.580505
N/A
0DataRank · unranked
1 citations

Benjamin Stear, Deanne Taylor, Taha Mohseni Ahooyi

Petagraph: A large-scale unifying knowledge graph framework for integrating biomolecular and biomedical data

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.11.528088
N/A
0DataRank · unranked
5 citations

Taha Mohseni Ahooyi, Shubha Vasisht, Alan J. Simmons, Katherine Beigel, Tiffany J. Callahan +3 more

Benchmarking transformer embedding models for biomedical terminology standardization

Machine Learning with Applications(2025)10.1016/j.mlwa.2025.100683
N/A
0DataRank · unranked
1 citations

Sangeeta Shukla, Benjamin Stear, Taha Mohseni Ahooyi, Katherine Beigel, Elizabeth Margolskee +2 more