Predicting Sepsis Mortality in a Population-Based National Database: Machine Learning Approach

BACKGROUND: Although machine learning (ML) algorithms have been applied to point-of-care sepsis prognostication, ML has not been used to predict sepsis mortality in an administrative database. Therefore, we examined the performance of common ML algorithms in predicting sepsis mortality in adult pati...

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Detalles Bibliográficos
Autores principales: Park, James Yeongjun, Hsu, Tzu-Chun, Hu, Jiun-Ruey, Chen, Chun-Yuan, Hsu, Wan-Ting, Lee, Matthew, Ho, Joshua, Lee, Chien-Chang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9047761/
https://www.ncbi.nlm.nih.gov/pubmed/35416785
http://dx.doi.org/10.2196/29982

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9047761/
https://www.ncbi.nlm.nih.gov/pubmed/35416785
http://dx.doi.org/10.2196/29982

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