Deep Learning–Based Early Warning Systems in Hospitalized Patients at Risk of Code Blue Events and Length of Stay: Retrospective Real-World Implementation Study

Abstract BackgroundIn hospitals, Code Blue is an emergency that refers to a patient requiring immediate resuscitation. Over 85% of patients with cardiopulmonary arrest exhibit abnormal vital sign trends prior to the event. Continuous monitoring and accurate interpretation of c...

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Bibliographic Details

Published in:	JMIR Medical Informatics
Main Authors:	Ji-hyun Kim, Eun Young Cho, Yuhyun Choi, Joo-Yun Won, Se Hee Cheon, Young Ae Kim, Ki-byung Lee, Kwang Joon Kim, Ho Gwan Kim, Taeyong Sim
Format:	Article
Language:	English
Published:	JMIR Publications 2025-08-01
Online Access:	https://medinform.jmir.org/2025/1/e72232