Vital Signs Prediction for COVID-19 Patients in ICU

Vital Signs Prediction for COVID-19 Patients in ICU

This study introduces machine learning predictive models to predict the future values of the monitored vital signs of COVID-19 ICU patients. The main vital sign predictors include heart rate, respiration rate, and oxygen saturation. We investigated the performances of the developed predictive models...

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Bibliographic Details
Main Authors: Ahmed Youssef Ali Amer, Femke Wouters, Julie Vranken, Pauline Dreesen, Dianne de Korte-de Boer, Frank van Rosmalen, Bas C. T. van Bussel, Valérie Smit-Fun, Patrick Duflot, Julien Guiot, Iwan C. C. van der Horst, Dieter Mesotten, Pieter Vandervoort, Jean-Marie Aerts, Bart Vanrumste
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Sensors
Subjects:
COVID-19
ICU
vital signs prediction
kNN-LS-SVM
Online Access:https://www.mdpi.com/1424-8220/21/23/8131

Internet

https://www.mdpi.com/1424-8220/21/23/8131

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