Developing a machine-learning model for real-time prediction of successful extubation in mechanically ventilated patients using time-series ventilator-derived parameters

BACKGROUND: Successful weaning from mechanical ventilation is important for patients admitted to intensive care units. However, models for predicting real-time weaning outcomes remain inadequate. Therefore, this study aimed to develop a machine-learning model for predicting successful extubation onl...

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Detalles Bibliográficos
Autores principales: Huang, Kuo-Yang, Hsu, Ying-Lin, Chen, Huang-Chi, Horng, Ming-Hwarng, Chung, Che-Liang, Lin, Ching-Hsiung, Xu, Jia-Lang, Hou, Ming-Hon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203709/
https://www.ncbi.nlm.nih.gov/pubmed/37228399
http://dx.doi.org/10.3389/fmed.2023.1167445

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