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The predictive value of pressure recording analytical method for the duration of mechanical ventilation in children undergoing cardiac surgery with an XGBoost-based machine learning model

OBJECTIVE: Prolonged mechanical ventilation in children undergoing cardiac surgery is related to the decrease in cardiac output. The pressure recording analytical method (PRAM) is a minimally invasive system for continuous hemodynamic monitoring. To evaluate the postoperative prognosis, our study ex...

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Detalles Bibliográficos
Autores principales: Li, Mingwei, Wang, Shuangxing, Zhang, Hui, Zhang, Hongtao, Wu, Yongjie, Meng, Bing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9649993/
https://www.ncbi.nlm.nih.gov/pubmed/36386354
http://dx.doi.org/10.3389/fcvm.2022.1036340