Machine Learning Identifies Chronic Low Back Pain Patients from an Instrumented Trunk Bending and Return Test

Machine Learning Identifies Chronic Low Back Pain Patients from an Instrumented Trunk Bending and Return Test

Nowadays, the better assessment of low back pain (LBP) is an important challenge, as it is the leading musculoskeletal condition worldwide in terms of years of disability. The objective of this study was to evaluate the relevance of various machine learning (ML) algorithms and Sample Entropy (SampEn...

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Bibliographic Details
Main Authors: Paul Thiry, Martin Houry, Laurent Philippe, Olivier Nocent, Fabien Buisseret, Frédéric Dierick, Rim Slama, William Bertucci, André Thévenon, Emilie Simoneau-Buessinger
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
artificial intelligence
machine learning
inertial measurement unit—IMU
movement complexity
sample entropy
trunk flexion
Online Access:https://www.mdpi.com/1424-8220/22/13/5027

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