Title
Data Management for Transfer Learning Approaches to Elbow EMG-Torque Modeling.
Abstract
The performance of single-use subject-specific electromyogram (EMG)-torque models degrades significantly when used on a new subject, or even the same subject on a second day. Improving the generalization performance of models is essential but challenging. In this work, we investigate how data management strategies contribute to the performance of elbow joint EMG-torque models in cross-subject eval...
Year
DOI
Venue
2021
10.1109/TBME.2021.3069961
IEEE Transactions on Biomedical Engineering
Keywords
DocType
Volume
Data models,Electromyography,Torque,Training,Calibration,Adaptation models,Elbow
Journal
68
Issue
ISSN
Citations 
8
0018-9294
1
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Xinyu Jiang110.34
Berj Bardizbanian210.34
Chenyun Dai387.61
Wei Chen49639.08
Edward A Clancy510.34