Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis

Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis

Intermittent manual measurement of vital signs may not rapidly predict sepsis development in febrile patients admitted to the emergency department (ED). We aimed to evaluate the predictive performance of a wireless monitoring device that continuously measures heart rate (HR) and respiratory rate (RR...

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Bibliographic Details
Main Authors: Arom Choi, Kyungsoo Chung, Sung Phil Chung, Kwanhyung Lee, Heejung Hyun, Ji Hoon Kim
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
deterioration
emergency department
wearable device
septic shock
vital sign monitoring
machine learning
Online Access:https://www.mdpi.com/1424-8220/22/18/7054

Internet

https://www.mdpi.com/1424-8220/22/18/7054

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