RRWaveNet: A Compact End-to-End Multiscale Residual CNN for Robust PPG Respiratory Rate Estimation

Respiratory rate (RR) is an important biomarker as RR changes can reflect severe medical events, such as heart disease, lung disease, and sleep disorders. Unfortunately, standard manual RR counting is prone to human error and cannot be performed continuously. This study proposes a method for continu...

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Veröffentlicht in:	IEEE internet of things journal 2023-09, Vol.10 (18), p.15943-15952
Hauptverfasser:	Osathitporn, Pongpanut, Sawadwuthikul, Guntitat, Thuwajit, Punnawish, Ueafuea, Kawisara, Mateepithaktham, Thee, Kunaseth, Narin, Choksatchawathi, Tanut, Punyabukkana, Proadpran, Mignot, Emmanuel, Wilaiprasitporn, Theerawit
Format:	Artikel
Sprache:	eng
Schlagworte:	Biomarkers Datasets Deep learning Estimation Feasibility studies Heart diseases Human error Remote monitoring Respiratory rate Telemedicine Wearable technology
Online-Zugang:	Volltext
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