Katherine Brown

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Active since

2020

Affiliations

Vanderbilt University Medical Center(Current)

Katherine Brown is an author at Vanderbilt University Medical Center specializing in deep ensembles, bayesian deep learning, and uncertainty quantification.

ORCID

Publications per year

2020–2025

Publications

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

Katherine Brown, Chao Yan, Zhuohang Li et al. · Journal of the American Medical Informatics Association · 2025 · 38 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Uncertainty Quantification in Multimodal Ensembles of Deep Learners.

Katherine Brown, Farzana Ahamed Bhuiyan, Douglas A. Talbert · The Florida AI Research Society · 2020 · 17 citations

Computing, Computer Science, Machine Learning +12

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