Biomedical Engineering | Neurology | Orthopedics From Forearm to Wrist: Deep Learning for Surface Electromyography-Based Gesture Recognition. December 8, 2023
Biomedical Engineering | Prosthetics | Rehabilitation Medicine Continuous joint velocity estimation using CNN-based deep learning for multi-DoF prosthetic wrist for activities of daily living. September 25, 2023
Biomedical Engineering | Neurology | Rehabilitation Medicine Asymmetric effects of different training-testing mismatch types on myoelectric regression via deep learning. April 6, 2023
Other Towards Robust, Adaptive and Reliable Upper-limb Motion Estimation Using Machine Learning and Deep Learning–A Survey in Myoelectric Control. March 16, 2022
Neurology | Prosthetics Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. December 11, 2021
Biomedical Engineering | Rehabilitation Medicine Spatio-temporal warping for myoelectric control: an offline, feasibility study. November 10, 2021
Biomedical Engineering | Rehabilitation Engineering Deep Cross-User Models Reduce the Training Burden in Myoelectric Control. June 10, 2021
Biomedical Engineering | Neurology Learning regularized representations of categorically labelled surface EMG enables simultaneous and proportional myoelectric control. February 16, 2021
Biomedical Engineering | Medical Technology | Neurology Automatic discovery of resource-restricted Convolutional Neural Network topologies for myoelectric pattern recognition. May 18, 2020
Biomedical Engineering | Neurology Interpreting Deep Learning Features for Myoelectric Control: A Comparison With Handcrafted Features. March 22, 2020
Biomedical Engineering | Neurology | Physical Therapy Performance Evaluation of Convolutional Neural Network for Hand Gesture Recognition Using EMG. March 18, 2020
Biomedical Engineering | Rehabilitation Medicine Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques. April 9, 2019