Photoplethysmographic Prediction of the Ankle-Brachial Pressure Index through a Machine Learning Approach

Photoplethysmographic Prediction of the Ankle-Brachial Pressure Index through a Machine Learning Approach

Cardiovascular disease is a leading cause of death. Several markers have been proposed to predict cardiovascular morbidity. The ankle-brachial index (ABI) marker is defined as the ratio between the ankle and the arm systolic blood pressures, and it is generally assessed through sphygmomanometers. An...

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Bibliographic Details
Main Authors: David Perpetuini, Antonio Maria Chiarelli, Daniela Cardone, Sergio Rinella, Simona Massimino, Francesco Bianco, Valentina Bucciarelli, Vincenzo Vinciguerra, Giorgio Fallica, Vincenzo Perciavalle, Sabina Gallina, Arcangelo Merla
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Applied Sciences
Subjects:
photoplethysmography (ppg)
ankle-brachial index (abi)
arterial stiffness
machine learning
cardiovascular risk
Online Access:https://www.mdpi.com/2076-3417/10/6/2137

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