Biomechanical Posture Analysis in Healthy Adults with Machine Learning: Applicability and Reliability

Biomechanical Posture Analysis in Healthy Adults with Machine Learning: Applicability and Reliability

Posture analysis is important in musculoskeletal disorder prevention but relies on subjective assessment. This study investigates the applicability and reliability of a machine learning (ML) pose estimation model for the human posture assessment, while also exploring the underlying structure of the...

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Bibliographic Details
Main Authors: Federico Roggio, Sarah Di Grande, Salvatore Cavalieri, Deborah Falla, Giuseppe Musumeci
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Sensors
Subjects:
biomechanics
machine learning
posture analysis
reliability
principal component analysis
cluster analysis
Online Access:https://www.mdpi.com/1424-8220/24/9/2929

Internet

https://www.mdpi.com/1424-8220/24/9/2929

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