Gina Barnes

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial

Hoyt Burdick, Carson Lam, Samson Mataraso et al. · Computers in Biology and Medicine · 2020 · 159 citations · Full text

Computing, Internal Medicine, Clinical Decision Support +16

OpenMedLM: prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models

Jenish Maharjan, Anurag Garikipati, Navan Preet Singh et al. · Scientific Reports · 2024 · 93 citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction

Keyvan Rahmani, Rahul Thapa, Peiling Tsou et al. · International Journal of Medical Informatics · 2022 · 80 citations

Computing, Data Science, Health Informatics +17

A Digital Twins Machine Learning Model for Forecasting Disease Progression in Stroke Patients

Angier Allen, Anna Siefkas, Emily Pellegrini et al. · Applied Sciences · 2021 · 68 citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study

Angier Allen, Samson Mataraso, Anna Siefkas et al. · JMIR Public Health and Surveillance · 2020 · 54 citations · Full text

Computing, Health Informatics, Clinical Decision Support +16