Katherine Brown

Physics and AstronomyEngineeringMedicineComputer Science

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 9 papers. Top paper: “Gaps in artificial intelligence research for rural health in the United States: a scoping review”.

Gaps in artificial intelligence research for rural health in the United States: a scoping review

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf206

N/A

0.396DataRank · unranked

13 citations

Sharon E. Davis, Katherine Brown

Group Bias and the Complexity/Accuracy Tradeoff in Machine Learning-Based Trauma Triage Models

Proceedings of the ... International Florida Artificial Intelligence Research Society Conference(2023)10.32473/flairs.36.133358

N/A

0DataRank · unranked

0 citations

Katherine Brown, Steve Talbert, Doug Talbert, Katherine A. Phillips

Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks

medRxiv(2024)10.1101/2024.12.03.24318400

N/A

0DataRank · unranked

5 citations

Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin Collins, You Chen +5 more

Assessing and Addressing Model Trustworthiness Trade-offs in Trauma Triage

International Journal of Artificial Intelligence Tools(2024)10.1142/s0218213024600078

N/A

0DataRank · unranked

0 citations

Katherine Phillips, Katherine Brown, Steve Talbert, Douglas A. Talbert

Large language models are less effective at clinical prediction tasks than locally trained machine learning models

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf038

N/A

0DataRank · unranked

38 citations

Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin Collins, You Chen +5 more

Gaps in Artificial Intelligence Research for Rural Health in the United States: A Scoping Review

medRxiv(2025)10.1101/2025.06.26.25330361

N/A

0DataRank · unranked

2 citations

Sharon E. Davis, Katherine Brown

Rural Medical Centers Struggle to Produce Well-Calibrated Clinical Prediction Models: Data Augmentation Can Help

medRxiv(2025)10.1101/2025.06.16.25329699

N/A

0DataRank · unranked

0 citations

Bradley Malin, Sharon E. Davis, Katherine Brown

Genetic variants predictive of chemotherapy-induced peripheral neuropathy symptoms in gynecologic cancer survivors

Gynecologic Oncology(2021)10.1016/j.ygyno.2021.10.006

N/A

0DataRank · unranked

5 citations

Burcu F. Darst, Patricia Jewett, Cody Hoffmann, Katherine Brown, Aditi Makaram +5 more

Auditor Models to Suppress Poor AI Predictions Can Improve Human-AI Collaborative Performance

medRxiv(2025)10.1101/2025.06.24.25330212

N/A

0DataRank · unranked

0 citations

Jesse O. Wrenn, Nicholas Jackson, Michael Cauley, Benjamin Collins, Laurie L. Novak +3 more