| Current trends and confounding factors in myoelectric control: Limb position and contraction intensity E Campbell, A Phinyomark, E Scheme Sensors 20 (6), 1613, 2020 | 112 | 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 | 109 | 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 | 93 | 2020 |
| Feature extraction and selection for pain recognition using peripheral physiological signals E Campbell, A Phinyomark, E Scheme Frontiers in neuroscience 13, 437, 2019 | 57 | 2019 |
| Deep cross-user models reduce the training burden in myoelectric control E Campbell, A Phinyomark, E Scheme Frontiers in Neuroscience 15, 657958, 2021 | 39 | 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 | 22 | 2019 |
| 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 | 17 | 2020 |
| 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 | 16 | 2023 |
| 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 | 13 | 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 | 12 | 2020 |
| 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 |
| 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 | 5 | 2024 |
| 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 | 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 |
| 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 | 2 | 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 | 1 | 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 |
| Exploring user compliance in the training of regression-based myoelectric control C Morrell, E Campbell, E Scheme Myoelectric Controls Symposium, 2024 | | 2024 |
Erik SchemeAssociate Director, Institute of Biomedical Engineering, Professor, Electrical and Comp. EngineeringVerified email at unb.ca
