The Contribution of Chest X-Ray to Predict Extubation Failure in Mechanically Ventilated Patients Using Machine Learning-Based Algorithms

To evaluate the contribution of a preextubation chest X-ray (CXR) to identify the risk of extubation failure in mechanically ventilated patients. DESIGN: Retrospective cohort study. SETTINGS: ICUs in a tertiary center (the Medical Information Mart for Intensive Care IV database). PATIENTS: Patients...

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Detalles Bibliográficos
Autores principales: Fukuchi, Kiyoyasu, Osawa, Itsuki, Satake, Shunya, Ito, Honoka, Shibata, Junichiro, Dohi, Eisuke, Kasugai, Daisuke, Miyamoto, Yoshihisa, Ohbe, Hiroyuki, Tamoto, Mitsuhiro, Yamada, Naoki, Yoshikawa, Keisuke, Goto, Tadahiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Observational Study
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9191311/
https://www.ncbi.nlm.nih.gov/pubmed/35702351
http://dx.doi.org/10.1097/CCE.0000000000000718

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9191311/
https://www.ncbi.nlm.nih.gov/pubmed/35702351
http://dx.doi.org/10.1097/CCE.0000000000000718

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