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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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Detalles Bibliográficos
Autores principales: Kazemi, Kianoosh, Laitala, Juho, Azimi, Iman, Liljeberg, Pasi, Rahmani, Amir M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414657/
https://www.ncbi.nlm.nih.gov/pubmed/36015816
http://dx.doi.org/10.3390/s22166054