Current trends and confounding factors in myoelectric control: Limb position and contraction intensity E Campbell, A Phinyomark, E Scheme Sensors 20 (6), 1613, 2020 | 117 | 2020 |
Interpreting Deep Learning Features for Myoelectric Control: A Comparison With Handcrafted U Côté-Allard, E Campbell, A Phinyomark, F Laviolette, B Gosselin, ... Highlights from Frontiers in Bioengineering and Biotechnology in 2020, 2021 | 115 | 2021 |
Surface electromyography (EMG) signal processing, classification, and practical considerations A Phinyomark, E Campbell, E Scheme Biomedical Signal Processing: Advances in Theory, Algorithms and …, 2020 | 99 | 2020 |
Feature extraction and selection for pain recognition using peripheral physiological signals E Campbell, A Phinyomark, E Scheme Frontiers in neuroscience 13, 437, 2019 | 58 | 2019 |
Deep cross-user models reduce the training burden in myoelectric control E Campbell, A Phinyomark, E Scheme Frontiers in Neuroscience 15, 657958, 2021 | 43 | 2021 |
Differences in EMG feature space between able-bodied and amputee subjects for myoelectric control E Campbell, A Phinyomark, AH Al-Timemy, RN Khushaba, G Petri, ... 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 33-36, 2019 | 36 | 2019 |
Linear Discriminant Analysis with Bayesian Risk Parameters for Myoelectric Control E Campbell, A Phinyomark, E Scheme 2019 IEEE Global Conference on Signal and Information Processing, 2019 | 23 | 2019 |
Novel wearable HD-EMG sensor with shift-robust gesture recognition using deep learning F Chamberland, É Buteau, S Tam, E Campbell, A Mortazavi, E Scheme, ... IEEE Transactions on Biomedical Circuits and Systems, 2023 | 21 | 2023 |
Feasibility of data-driven emg signal generation using a deep generative model E Campbell, JAD Cameron, E Scheme 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 18 | 2020 |
Libemg: an open source library to facilitate the exploration of myoelectric control E Eddy, E Campbell, A Phinyomark, S Bateman, E Scheme IEEE Access, 2023 | 14 | 2023 |
A Comparison of Amputee and Able-Bodied Inter-Subject Variability in Myoelectric Control E Campbell, J Chang, A Phinyomark, E Scheme MEC20: Myoelectric Controls Symposium, 2020 | 13 | 2020 |
Understanding the influence of confounding factors in myoelectric control for discrete gesture recognition E Eddy, E Campbell, S Bateman, E Scheme Journal of Neural Engineering 21 (3), 036015, 2024 | 6 | 2024 |
Leveraging task-specific context to improve unsupervised adaptation for myoelectric control E Eddy, E Campbell, S Bateman, E Scheme 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | 6 | 2023 |
Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control E Campbell, A Phinyomark, E Scheme MEC20: Myoelectric Controls Symposium, 2020 | 6 | 2020 |
Big data in myoelectric control: large multi-user models enable robust zero-shot EMG-based discrete gesture recognition E Eddy, E Campbell, S Bateman, E Scheme Frontiers in Bioengineering and Biotechnology 12, 1463377, 2024 | 4 | 2024 |
On-demand myoelectric control using wake gestures to eliminate false activations during activities of daily living E Eddy, E Campbell, S Bateman, E Scheme arXiv preprint arXiv:2402.10050, 2024 | 3 | 2024 |
Generalizing upper limb force modeling with transfer learning: a multimodal approach using EMG and IMU for new users and conditions G Hajian, E Campbell, M Ansari, E Morin, A Etemad, K Englehart, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024 | 3 | 2024 |
Context-informed incremental learning improves both the performance and resilience of myoelectric control E Campbell, E Eddy, S Bateman, U Côté-Allard, E Scheme Journal of NeuroEngineering and Rehabilitation 21 (1), 70, 2024 | 2 | 2024 |
Human-Machine Interaction Using Discrete Myoelectric Control: Contrastive Learning Reduces False Activations During Activities of Daily Living E Eddy, E Campbell, S Bateman, E Scheme 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and …, 2024 | | 2024 |
Discrete Gesture Recognition Using Multi-Modal PPG, IMU, and Single-Channel EMG Recorded at the Wrist E Eddy, E Campbell, U Côté-Allard, S Bateman, E Scheme IEEE Sensors Letters, 2024 | | 2024 |