Gina Barnes

According to our database, Gina Barnes authored at least 4 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, Leo Cyrus, Mayank Sharma, Madalina G. Ciobanu, Gina Barnes, Rahul Thapa, Qingqing Mao, Ritankar Das

CoRR, 2024

2023

Machine learning determination of applied behavioral analysis treatment plan type.

Jenish Maharjan, Anurag Garikipati, Frank A. Dinenno, Madalina G. Ciobanu, Gina Barnes, Ella Browning, Jenna DeCurzio, Qingqing Mao, Ritankar Das

Brain Informatics, December, 2023

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

Keyvan Rahmani, Rahul Thapa, Pei-Ling Tsou, Satish Casie Chetty, Gina Barnes, Carson K. Lam, Chak Foon Tso

Int. J. Medical Informatics, May, 2023

2020

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

Hoyt Burdick, Carson K. 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

Comput. Biol. Medicine, 2020