A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU

A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU

Hip osteoarthritis patients exhibit changes in kinematics and kinetics that affect joint loading. Monitoring this load can provide valuable information to clinicians. For example, a patient's joint loading measured across different activities can be used to determine the amount of exercise that...

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Bibliographic Details
Main Authors: Arne De Brabandere, Jill Emmerzaal, Annick Timmermans, Ilse Jonkers, Benedicte Vanwanseele, Jesse Davis
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
machine learning
inertial measurement units
joint loading
patient monitoring
hip osteoarthrithis
Online Access:https://www.frontiersin.org/article/10.3389/fbioe.2020.00320/full

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