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PPG Signals for Hypertension Diagnosis: A Novel Method using Deep Learning Models. (arXiv:2304.06952v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Hypertension is a medical condition characterized by high blood pressure, and
classifying it into its various stages is crucial to managing the disease. In
this project, a novel method is proposed for classifying stages of hypertension
using Photoplethysmography (PPG) signals and deep learning models, namely
AvgPool_VGG-16. The PPG signal is a non-invasive method of measuring blood
pressure through the use of light sensors that measure the changes in blood
volume in the microvasculature of tissues. PPG images from the publicly …
arxiv classification dataset deep learning diagnosis disease hypertension images light medical novel project sensors signal