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Development and validation of a deep neural network model to predict postoperative mortality, acute kidney injury, and reintubation using a single feature set

During the perioperative period patients often suffer complications, including acute kidney injury (AKI), reintubation, and mortality. In order to effectively prevent these complications, high-risk patients must be readily identified. However, most current risk scores are designed to predict a singl...

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Detalles Bibliográficos
Autores principales: Hofer, Ira S., Lee, Christine, Gabel, Eilon, Baldi, Pierre, Cannesson, Maxime
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7170922/
https://www.ncbi.nlm.nih.gov/pubmed/32352036
http://dx.doi.org/10.1038/s41746-020-0248-0