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

Abstract 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 predic...

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Bibliographic Details
Main Authors: Ira S. Hofer, Christine Lee, Eilon Gabel, Pierre Baldi, Maxime Cannesson
Format: Article
Language:English
Published: Nature Portfolio 2020-04-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-020-0248-0