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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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Bibliografski detalji
Izdano u:Sci Rep
Glavni autori: Hsieh, Meng Hsuen, Hsieh, Meng Ju, Chen, Chin-Ming, Hsieh, Chia-Chang, Chao, Chien-Ming, Lai, Chih-Cheng
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2018
Teme:
Online pristup: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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