Development of a machine learning-based clinical decision support system to predict clinical deterioration in patients visiting the emergency department

This study aimed to develop a machine learning-based clinical decision support system for emergency departments based on the decision-making framework of physicians. We extracted 27 fixed and 93 observation features using data on vital signs, mental status, laboratory results, and electrocardiograms...

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Detalles Bibliográficos
Autores principales: Choi, Arom, Choi, So Yeon, Chung, Kyungsoo, Chung, Hyun Soo, Song, Taeyoung, Choi, Byunghun, Kim, Ji Hoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220080/
https://www.ncbi.nlm.nih.gov/pubmed/37237057
http://dx.doi.org/10.1038/s41598-023-35617-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220080/
https://www.ncbi.nlm.nih.gov/pubmed/37237057
http://dx.doi.org/10.1038/s41598-023-35617-3

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