Development of an Automatic Functional Movement Screening System with Inertial Measurement Unit Sensors

Development of an Automatic Functional Movement Screening System with Inertial Measurement Unit Sensors

Background: In this study, an automatic scoring system for the functional movement screen (FMS) was developed. Methods: Thirty healthy adults fitted with full-body inertial measurement unit sensors completed six FMS exercises. The system recorded kinematics data, and a professional athletic trainer...

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Bibliographic Details
Main Authors: Wen-Lan Wu, Meng-Hua Lee, Hsiu-Tao Hsu, Wen-Hsien Ho, Jing-Min Liang
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Applied Sciences
Subjects:
FMS
IMU sensor
machine learning
ordinal logistic regression
confusion matrix
kappa
Online Access:https://www.mdpi.com/2076-3417/11/1/96

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