Machine Learning-Based Respiration Rate and Blood Oxygen Saturation Estimation Using Photoplethysmogram Signals

The continuous monitoring of respiratory rate (RR) and oxygen saturation (SpO2) is crucial for patients with cardiac, pulmonary, and surgical conditions. RR and SpO2 are used to assess the effectiveness of lung medications and ventilator support. In recent studies, the use of a photoplethysmogram (P...

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Hlavní autoři:	Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Murugappan Murugappan, Enamul Hoque Bhuiyan, Mohamed Arslane Ayari, Amith Khandakar
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-01-01
Edice:	Bioengineering
Témata:	respiration rate (RR) oxygen saturation (SpO2) photoplethysmogram (PPG) feature selection algorithm Machine Learning
On-line přístup:	https://www.mdpi.com/2306-5354/10/2/167
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