Title
Wearables-Only Analysis of Muscle and Joint Mechanics: An EMG-Driven Approach
Abstract
Complex sensor arrays prohibit practical deployment of existing wearables-based algorithms for free-living analysis of muscle and joint mechanics. Machine learning techniques have been proposed as a potential solution, however, they are less interpretable and generalizable when compared to physics-based techniques. Herein, we propose a hybrid method utilizing inertial sensor- and electromyography ...
Year
DOI
Venue
2022
10.1109/TBME.2021.3102009
IEEE Transactions on Biomedical Engineering
Keywords
DocType
Volume
Knee,Electrodes,Legged locomotion,Instruments,Machine learning,Muscles,Electromyography
Journal
69
Issue
ISSN
Citations 
2
0018-9294
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Reed D Gurchiek152.15
Nicole Donahue200.34
Niccolo M Fiorentino300.34
Ryan S Mcginnis400.34