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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Detalhes bibliográficos

Principais autores:	Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Murugappan Murugappan, Enamul Hoque Bhuiyan, Mohamed Arslane Ayari, Amith Khandakar
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-01-01
coleção:	Bioengineering
Assuntos:	respiration rate (RR) oxygen saturation (SpO2) photoplethysmogram (PPG) feature selection algorithm Machine Learning
Acesso em linha:	https://www.mdpi.com/2306-5354/10/2/167
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