Detection of Intermittent Claudication from Smartphone Inertial Data in Community Walks Using Machine Learning Classifiers

Detection of Intermittent Claudication from Smartphone Inertial Data in Community Walks Using Machine Learning Classifiers

Peripheral arterial disease (PAD) causes blockage of the arteries, altering the blood flow to the lower limbs. This blockage can cause the individual with PAD to feel severe pain in the lower limbs. The main contribution of this research is the discovery of a solution that allows the automatic detec...

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Bibliographic Details
Main Authors: Bruno Pinto, Miguel Velhote Correia, Hugo Paredes, Ivone Silva
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
peripheral arterial disease
intermittent claudication
inertial data
gait analysis
Online Access:https://www.mdpi.com/1424-8220/23/3/1581

Internet

https://www.mdpi.com/1424-8220/23/3/1581

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