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Image augmentation and automated measurement of endotracheal-tube-to-carina distance on chest radiographs in intensive care unit using a deep learning model with external validation

BACKGROUND: Chest radiographs are routinely performed in intensive care unit (ICU) to confirm the correct position of an endotracheal tube (ETT) relative to the carina. However, their interpretation is often challenging and requires substantial time and expertise. The aim of this study was to propos...

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Detalles Bibliográficos
Autores principales: Oliver, Matthieu, Renou, Amélie, Allou, Nicolas, Moscatelli, Lucas, Ferdynus, Cyril, Allyn, Jerôme
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878756/
https://www.ncbi.nlm.nih.gov/pubmed/36698191
http://dx.doi.org/10.1186/s13054-023-04320-0