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

Fostering Data Sharing

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Fostering Data Sharing

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Thomas Deramus

Thomas Deramus

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 4 papers. Top paper: “High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates”.

High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates

arXiv (Cornell University)(2024)10.48550/arxiv.2405.10925

N/A

0DataRank · unranked

0 citations

Pamela A. Shaw, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou +15 more

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104882

N/A

0DataRank · unranked

4 citations

Jie Yang, Sebastian Schneeweiß, Joseph M. Plasek, Li Zhou, Thomas Deramus +5 more

High-dimensional multiple imputation for partially observed confounders including natural language processing–derived auxiliary covariates

American Journal of Epidemiology(2025)10.1093/aje/kwaf017

N/A

0DataRank · unranked

4 citations

Pamela A. Shaw, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou +15 more

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies

medRxiv(2025)10.1101/2025.01.30.25321403

N/A

0DataRank · unranked

1 citations

Jie Yang, Sebastian Schneeweiß, Joseph M. Plasek, Li Zhou, Thomas Deramus +5 more