Machine Learning-Based Peripheral Artery Disease Identification Using Laboratory-Based Gait Data

Machine Learning-Based Peripheral Artery Disease Identification Using Laboratory-Based Gait Data

Peripheral artery disease (PAD) manifests from atherosclerosis, which limits blood flow to the legs and causes changes in muscle structure and function, and in gait performance. PAD is underdiagnosed, which delays treatment and worsens clinical outcomes. To overcome this challenge, the purpose of th...

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Bibliographic Details
Main Authors: Ali Al-Ramini, Mahdi Hassan, Farahnaz Fallahtafti, Mohammad Ali Takallou, Hafizur Rahman, Basheer Qolomany, Iraklis I. Pipinos, Fadi Alsaleem, Sara A. Myers
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
peripheral artery disease
vascular disease
machine learning
gait analysis
deep learning
Online Access:https://www.mdpi.com/1424-8220/22/19/7432

Internet

https://www.mdpi.com/1424-8220/22/19/7432

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