Gina Barnes

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Machine Learning Models

Intensive Care Units

Sentence Retrieval

Top Venues

Int. J. Medical Informatics

Comput. Biol. Medicine

Brain Informatics

Publications

Jenish Maharjan, Anurag Garikipati, Navan Preet Singh, Leo Cyrus, Mayank Sharma, Madalina G. Ciobanu, Gina Barnes, Rahul Thapa, Qingqing Mao, Ritankar Das
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models. CoRR (2024)
Keyvan Rahmani, Rahul Thapa, Pei-Ling Tsou, Satish Casie Chetty, Gina Barnes, Carson K. Lam, Chak Foon Tso
Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction. Int. J. Medical Informatics 173 (2023)
Jenish Maharjan, Anurag Garikipati, Frank A. Dinenno, Madalina G. Ciobanu, Gina Barnes, Ella Browning, Jenna DeCurzio, Qingqing Mao, Ritankar Das
Machine learning determination of applied behavioral analysis treatment plan type. Brain Informatics 10 (1) (2023)
Hoyt Burdick, Carson Lam, Samson Mataraso, Anna Siefkas, Gregory Braden, R. Phillip Dellinger, Andrea McCoy, Jean-Louis Vincent, Abigail Green-Saxena, Gina Barnes, Jana L. Hoffman, Jacob S. Calvert, Emily Pellegrini, Ritankar Das
Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial. Comput. Biol. Medicine 124 (2020)