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

Jenna Reps

ORCID: 0000-0002-2970-0778

Also affiliated with Janssen (United States), Erasmus University Rotterdam

Computer SciencePharmacology, Toxicology and PharmaceuticsHealth ProfessionsMathematics

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 14 papers. Top paper: “Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study”.

Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study

The Lancet Rheumatology(2020)10.1016/s2665-9913(20)30276-9

N/A

0DataRank · unranked

153 citations

James Weaver, Kristin Kostka, Talita Duarte‐Salles, Maria Tereza Fernandes Abrahão, Heba Alghoul +57 more

Safety of hydroxychloroquine, alone and in combination with azithromycin, in light of rapid wide-spread use for COVID-19: a multinational, network cohort and self-controlled case series study

medRxiv(2020)10.1101/2020.04.08.20054551

N/A

0DataRank · unranked

133 citations

James Weaver, Kristin Kostka, Talita Duarte‐Salles, Maria Tereza Fernandes Abrahão, Heba Alghoul +56 more

Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study (Preprint)

(2020)10.2196/preprints.21547

N/A

0DataRank · unranked

0 citations

Chungsoo Kim, Ross D. Williams, Aniek F. Markus, Cynthia Yang, Talita Duarte‐Salles +32 more

Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study

Translational Psychiatry(2021)10.1038/s41398-021-01760-6

N/A

0DataRank · unranked

53 citations

Jenna Reps, Michael E. Matheny, Scott L. DuVall, Kristine E. Lynch, Maura Beaton +13 more

Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study

JMIR Medical Informatics(2021)10.2196/21547

N/A

0DataRank · unranked

26 citations

Chungsoo Kim, Ross D. Williams, Aniek F. Markus, Cynthia Yang, Talita Duarte‐Salles +32 more

Alpha-1 blockers and susceptibility to COVID-19 in benign prostate hyperplasia patients : an international cohort study

medRxiv(2021)10.1101/2021.03.18.21253778

N/A

0DataRank · unranked

2 citations

Junqing Xie, Kristin Kostka, Talita Duarte‐Salles, Sergio Fernández‐Bertolín, María Aragón +21 more

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

Nature Communications(2022)10.1038/s41467-022-29160-4

N/A

0DataRank · unranked

28 citations

Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Jenna Reps, Martijn J. Schuemie +23 more

Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research

Studies in health technology and informatics(2024)10.3233/shti231108

N/A

0DataRank · unranked

25 citations

Jenna Reps, Adam Black, Frank DeFalco, Lee Evans, Egill A. Friðgeirsson +11 more

Similar Risk of Kidney Failure among Patients with Blinding Diseases Who Receive Ranibizumab, Aflibercept, and Bevacizumab

Ophthalmology Retina(2024)10.1016/j.oret.2024.03.014

N/A

0DataRank · unranked

17 citations

Akihiko Nishimura, Mary G. Bowring, Erik Westlund, Diep Tran, Jia Hwei Ng +32 more

Advancing Interpretable Regression Analysis for Binary Data: A Novel Distributed Algorithm Approach

Statistics in Medicine(2024)10.1002/sim.10250

N/A

0DataRank · unranked

2 citations

Lu Li, Jenna Reps, Vitaly Lorman, Naimin Jing, Mackenzie Edmondson +9 more

Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm

npj Digital Medicine(2025)10.1038/s41746-025-01846-1

N/A

0DataRank · unranked

4 citations

Jenna Reps, Chongliang Luo, Yiwen Lu, Lu Li, Juan Manuel Ramírez‐Anguita +20 more

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data

npj Digital Medicine(2025)10.1038/s41746-025-01781-1

N/A

0DataRank · unranked

4 citations

Jenna Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong +22 more

A lossless one-shot distributed algorithm for addressing heterogeneity in multi-site generalized linear models

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf198

N/A

0DataRank · unranked

2 citations

Qiong Wu, Jenna Reps, Lu Li, Jiayi Tong, Yiwen Lu +9 more

Transfer-learning on federated observational healthcare data for prediction models using Bayesian sparse logistic regression with informed priors

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf146

N/A

0DataRank · unranked

0 citations

Jenna Reps, Akihiko Nishimura, Martijn J. Schuemie, Marc A. Suchard, K. Li