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Machine Learning Prediction Models for Mechanically Ventilated Patients: Analyses of the MIMIC-III Database

Background: Mechanically ventilated patients in the intensive care unit (ICU) have high mortality rates. There are multiple prediction scores, such as the Simplified Acute Physiology Score II (SAPS II), Oxford Acute Severity of Illness Score (OASIS), and Sequential Organ Failure Assessment (SOFA), w...

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Detalles Bibliográficos
Autores principales:	Zhu, Yibing, Zhang, Jin, Wang, Guowei, Yao, Renqi, Ren, Chao, Chen, Ge, Jin, Xin, Guo, Junyang, Liu, Shi, Zheng, Hua, Chen, Yan, Guo, Qianqian, Li, Lin, Du, Bin, Xi, Xiuming, Li, Wei, Huang, Huibin, Li, Yang, Yu, Qian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8280779/ https://www.ncbi.nlm.nih.gov/pubmed/34277655 http://dx.doi.org/10.3389/fmed.2021.662340

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