Machine learning based SpO2 prediction from PPG signal's characteristics features

Continuous monitoring of blood oxygen saturation level (SpO2) during the second triage in the high casualty event and determining the hemostability of a patient/victim until arrival to a medical facility, is essential in emergency situations. Using a SmartPatch device attached to a victim's che...

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Bibliographic Details

Published in:	2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) pp. 1 - 6
Main Authors:	Koteska, Bojana, Mitrova, Hristina, Bogdanova, Ana Madevska, Lehocki, Fedor
Format:	Conference Proceeding
Language:	English
Published:	IEEE 22.06.2022
Subjects:	Decision making Feature extraction Filtering machine learning Neural networks oxygen saturation photoplethysmogram data Pipelines Predictive models Prototypes signal processing
Online Access:	Get full text
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