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Photoplethysmogram based vascular aging assessment using the deep convolutional neural network

Arterial stiffness due to vascular aging is a major indicator during the assessment of cardiovascular risk. In this study, we propose a method for age estimation by applying deep learning to a photoplethysmogram (PPG) for the non-invasive assessment of the vascular age. The proposed deep learning-ba...

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Detalles Bibliográficos
Autores principales: Shin, Hangsik, Noh, Gyujeong, Choi, Byung-Moon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256729/
https://www.ncbi.nlm.nih.gov/pubmed/35790836
http://dx.doi.org/10.1038/s41598-022-15240-4