Smart Insole-Based Plantar Pressure Analysis for Healthy and Diabetic Feet Classification: Statistical vs. Machine Learning Approaches

Smart Insole-Based Plantar Pressure Analysis for Healthy and Diabetic Feet Classification: Statistical vs. Machine Learning Approaches

Diabetes is a significant global health issue impacting millions. Approximately 26 million diabetics experience foot ulcers, with 20% ending up with amputations, resulting in high morbidity, mortality, and costs. Plantar pressure screening shows potential for early detection of Diabetic Foot Ulcers...

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Bibliographic Details
Main Authors: Dipak Kumar Agrawal, Watcharin Jongpinit, Soodkhet Pojprapai, Wipawee Usaha, Pattra Wattanapan, Pornthep Tangkanjanavelukul, Timporn Vitoonpong
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Technologies
Subjects:
diabetic foot
machine learning algorithms
plantar pressure
pressure sensor
smart insole
statistical analysis
Online Access:https://www.mdpi.com/2227-7080/12/11/231
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