Robust PPG Peak Detection Using Dilated Convolutional Neural Networks

Accurate peak determination from noise-corrupted photoplethysmogram (PPG) signal is the basis for further analysis of physiological quantities such as heart rate. Conventional methods are designed for noise-free PPG signals and are insufficient for PPG signals with low signal-to-noise ratio (SNR). T...

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Bibliografski detalji

Glavni autori:	Kianoosh Kazemi, Juho Laitala, Iman Azimi, Pasi Liljeberg, Amir M. Rahmani
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2022-08-01
Serija:	Sensors
Teme:	PPG peak detection convolutional neural network wearable devices motion artifacts
Online pristup:	https://www.mdpi.com/1424-8220/22/16/6054
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