Jenna Reps

159 total papers · 3.2k total citations
61 papers, 1.6k citations indexed

About

Jenna Reps is a scholar working on Artificial Intelligence, Epidemiology and Toxicology. According to data from OpenAlex, Jenna Reps has authored 61 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Artificial Intelligence, 11 papers in Epidemiology and 8 papers in Toxicology. Recurrent topics in Jenna Reps's work include Machine Learning in Healthcare (19 papers), Pharmacovigilance and Adverse Drug Reactions (8 papers) and Chronic Disease Management Strategies (7 papers). Jenna Reps is often cited by papers focused on Machine Learning in Healthcare (19 papers), Pharmacovigilance and Adverse Drug Reactions (8 papers) and Chronic Disease Management Strategies (7 papers). Jenna Reps collaborates with scholars based in United States, Netherlands and United Kingdom. Jenna Reps's co-authors include Jonathan M. Garibaldi, Nadeem Qureshi, Stephen Weng, Joe Kai, Patrick Ryan, Peter R. Rijnbeek, M. Soledad Cepeda, Martijn J. Schuemie, Marc A. Suchard and Uwe Aickelin and has published in prestigious journals such as PLoS ONE, Statistics in Medicine and Journal of the Operational Research Society.

In The Last Decade

Jenna Reps

59 papers receiving 1.6k citations

Hit Papers

Can machine-learning impr... 2017 2026 2020 2023 2017 250 500 750
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Can machine-learning improve cardiovascular risk prediction using routine clinical data?
    2017 807 citations Stephen Weng, Jenna Reps et al. PLoS ONE profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Jenna Reps 539 471 277 209 183 61 1.6k
Hsuan‐Chia Yang 371 0.7× 306 0.6× 160 0.6× 461 2.2× 137 0.7× 99 2.4k
Jon Duke 464 0.9× 486 1.0× 257 0.9× 190 0.9× 69 0.4× 52 2.2k
Allison B. McCoy 361 0.7× 604 1.3× 99 0.4× 178 0.9× 262 1.4× 98 2.0k
Tahmina Nasrin Poly 180 0.3× 272 0.6× 146 0.5× 316 1.5× 136 0.7× 59 2.0k
You Chen 613 1.1× 395 0.8× 84 0.3× 185 0.9× 100 0.5× 139 2.1k
Michael A. Pfeffer 303 0.6× 176 0.4× 352 1.3× 112 0.5× 464 2.5× 56 2.1k
Taxiarchis Botsis 567 1.1× 387 0.8× 81 0.3× 164 0.8× 130 0.7× 59 1.9k
Yindalon Aphinyanaphongs 393 0.7× 205 0.4× 131 0.5× 176 0.8× 214 1.2× 64 2.2k
Christopher A. Harle 319 0.6× 273 0.6× 94 0.3× 198 0.9× 219 1.2× 105 1.9k
Majed S. Al Yami 356 0.7× 167 0.4× 148 0.5× 106 0.5× 638 3.5× 53 1.7k

Countries citing papers authored by Jenna Reps

Since Specialization
Citations

This map shows the geographic impact of Jenna Reps's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jenna Reps with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jenna Reps more than expected).

Fields of papers citing papers by Jenna Reps

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jenna Reps. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jenna Reps. The network helps show where Jenna Reps may publish in the future.

Co-authorship network of co-authors of Jenna Reps

This figure shows the co-authorship network connecting the top 25 collaborators of Jenna Reps. A scholar is included among the top collaborators of Jenna Reps based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jenna Reps. Jenna Reps is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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