Development of a Human Motion Analysis System Based on Sensorized Insoles and Machine Learning Algorithms for Gait Evaluation

Development of a Human Motion Analysis System Based on Sensorized Insoles and Machine Learning Algorithms for Gait Evaluation

Human gait analysis can provide an excellent source for identifying and predicting pathologies and injuries. In this respect, sensorized insoles also have a great potential for extracting gait information. This, combined with mathematical techniques based on machine learning (ML), can potentialize b...

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Bibliographic Details
Main Authors: Diego Henrique Antunes Nascimento, Fabrício Anicio Magalhães, George Schayer Sabino, Renan Alves Resende, Maria Lúcia Machado Duarte, Claysson Bruno Santos Vimieiro
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Inventions
Subjects:
biomechanics on gait
data mining
gait analysis
machine learning
smart insole
Online Access:https://www.mdpi.com/2411-5134/7/4/98

Internet

https://www.mdpi.com/2411-5134/7/4/98

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