Development of a novel light-sensitive PPG model using PPG scalograms and PPG-NET learning for non-invasive hypertension monitoring

Background and objective: Photoplethysmography (PPG) signals provide a non-invasive method for monitoring cardiovascular health, including blood pressure levels, which are critical for the early detection and management of hypertension. This study leverages wavelet transformation and special purpose...

Descrizione completa

Dettagli Bibliografici

Autori principali:	Amjed Al Fahoum, Ahmad Al Omari, Ghadeer Al Omari, Ala'a Zyout
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Elsevier 2024-11-01
Serie:	Heliyon
Soggetti:	Continuous wavelet transform (CWT) Photoplethysmography (PPG) Deep learning Hypertension classification And PPG-NET architecture
Accesso online:	http://www.sciencedirect.com/science/article/pii/S2405844024157763
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!