Machine learning-based risk prediction model construction of difficult weaning in ICU patients with mechanical ventilation

Abstract In intensive care unit (ICU) patients undergoing mechanical ventilation (MV), the occurrence of difficult weaning contributes to increased ventilator-related complications, prolonged hospitalization duration, and a significant rise in healthcare costs. Therefore, early identification of inf...

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Главные авторы:	Huimei Xu, Yanyan Ma, Yan Zhuang, Yanqi Zheng, Zhiqiang Du, Xuemei Zhou
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Nature Portfolio 2024-09-01
Серии:	Scientific Reports
Предметы:	ICU patients Mechanical ventilation Machine learning Risk prediction Difficult weaning
Online-ссылка:	https://doi.org/10.1038/s41598-024-71548-3
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