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Machine learning based prediction of prolonged duration of mechanical ventilation incorporating medication data

RATIONALE: Duration of mechanical ventilation is associated with adverse outcomes in critically ill patients and increased use of resources. The increasing complexity of medication regimens has been associated with increased mortality, length of stay, and fluid overload but has never been studied sp...

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Detalles Bibliográficos
Autores principales: Sikora, Andrea, Zhao, Bokai, Kong, Yanlei, Murray, Brian, Shen, Ye
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10543219/
https://www.ncbi.nlm.nih.gov/pubmed/37790491
http://dx.doi.org/10.1101/2023.09.18.23295724