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Evan Campbell
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Current trends and confounding factors in myoelectric control: Limb position and contraction intensity
E Campbell, A Phinyomark, E Scheme
Sensors 20 (6), 1613, 2020
1172020
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
1152021
Surface electromyography (EMG) signal processing, classification, and practical considerations
A Phinyomark, E Campbell, E Scheme
Biomedical Signal Processing: Advances in Theory, Algorithms and …, 2020
992020
Feature extraction and selection for pain recognition using peripheral physiological signals
E Campbell, A Phinyomark, E Scheme
Frontiers in neuroscience 13, 437, 2019
582019
Deep cross-user models reduce the training burden in myoelectric control
E Campbell, A Phinyomark, E Scheme
Frontiers in Neuroscience 15, 657958, 2021
432021
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
362019
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
232019
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
212023
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
182020
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
142023
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
132020
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
62024
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
62023
Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control
E Campbell, A Phinyomark, E Scheme
MEC20: Myoelectric Controls Symposium, 2020
62020
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
42024
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
32024
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
32024
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
22024
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
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