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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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Wedi'i Gadw mewn:
Prif Awduron: 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
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2021-12-01
Cyfres:Sensors
Pynciau:
COVID-19
ICU
vital signs prediction
kNN-LS-SVM
Mynediad Ar-lein:https://www.mdpi.com/1424-8220/21/23/8131
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