Machine Learning Derived Lifting Techniques and Pain Self-Efficacy in People with Chronic Low Back Pain

Machine Learning Derived Lifting Techniques and Pain Self-Efficacy in People with Chronic Low Back Pain

This paper proposes an innovative methodology for finding how many lifting techniques people with chronic low back pain (CLBP) can demonstrate with camera data collected from 115 participants. The system employs a feature extraction algorithm to calculate the knee, trunk and hip range of motion in t...

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Bibliographic Details
Main Authors: Trung C. Phan, Adrian Pranata, Joshua Farragher, Adam Bryant, Hung T. Nguyen, Rifai Chai
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
low back pain
lifting technique
camera system
ward clustering method
K-means clustering method
ensemble clustering method
Online Access:https://www.mdpi.com/1424-8220/22/17/6694

Internet

https://www.mdpi.com/1424-8220/22/17/6694

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