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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Hsieh, Meng Hsuen, Hsieh, Meng Ju, Chen, Chin-Ming, Hsieh, Chia-Chang, Chao, Chien-Ming, Lai, Chih-Cheng
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6244193/
https://ncbi.nlm.nih.gov/pubmed/30459331
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-35582-2
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