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Gina Barnes
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 3
Top Topics
Dimensionality Reduction
Machine Learning
Predictive Modeling
Data Analysis
Top Venues
Int. J. Medical Informatics
Comput. Biol. Medicine
Brain Informatics
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Publications
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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)