Comparison of machine learning models for the prediction of mortality of patients with unplanned extubation in intensive care units

Unplanned extubation (UE) can be associated with fatal outcome; however, an accurate model for predicting the mortality of UE patients in intensive care units (ICU) is lacking. Therefore, we aim to compare the performances of various machine learning models and conventional parameters to predict the...

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Detalles Bibliográficos
Autores principales: Hsieh, Meng Hsuen, Hsieh, Meng Ju, Chen, Chin-Ming, Hsieh, Chia-Chang, Chao, Chien-Ming, Lai, Chih-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244193/
https://www.ncbi.nlm.nih.gov/pubmed/30459331
http://dx.doi.org/10.1038/s41598-018-35582-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244193/
https://www.ncbi.nlm.nih.gov/pubmed/30459331
http://dx.doi.org/10.1038/s41598-018-35582-2

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