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Erik Scheme
Erik Scheme
Associate Director, Institute of Biomedical Engineering, Professor, Electrical and Comp. Engineering
Verified email at unb.ca - Homepage
Title
Cited by
Year
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
2024
3D-Printed Conductive Thermoplastic Electromyography Electrodes
J Lévesque, F Chamberland, E Scheme, B Gosselin
Authorea Preprints, 2024
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
2024
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning
S Tam, STP Raghu, É Buteau, E Scheme, M Boukadoum, ...
arXiv preprint arXiv:2404.15360, 2024
2024
Machine learning enabled detection of COVID-19 pneumonia using exhaled breath analysis: a proof-of-concept study
RP Cusack, R Larracy, CB Morrell, M Ranjbar, J Le Roux, CE Whetstone, ...
Journal of Breath Research 18 (2), 026009, 2024
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
12024
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
12024
A multidataset characterization of window-based hyperparameters for deep CNN-driven sEMG pattern recognition
F Kulwa, H Zhang, OW Samuel, MG Asogbon, E Scheme, R Khushaba, ...
IEEE Transactions on Human-Machine Systems, 2023
22023
Underfoot Pressure-based Left and Right Foot Classification Algorithms: The Impact of Footwear
E Macdonald, R Larracy, A Phinyomark, E Scheme
IEEE Access, 2023
2023
Live Demonstration: A fully embedded adaptive real-time hand gesture classifier leveraging HD-sEMG and deep learning
X Isabel, T Labbé, F Chamberland, É Buteau, E Campbell, U Côté-Allard, ...
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-1, 2023
2023
Method and system for analyzing a sample desorbed at different temperatures using cavity ring-down spectroscopy, and a method for generating a predictive model
G Beydaghyan, CQ Purves, SD Graham, EJ Scheme, A Phinyomark
US Patent 11,788,957, 2023
2023
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
22023
Decision-change informed rejection improves robustness in pattern recognition-based myoelectric control
STP Raghu, D MacIsaac, E Scheme
IEEE Journal of Biomedical and Health Informatics, 2023
52023
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
92023
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
42023
Feature learning networks for floor sensor-based gait recognition
A Salehi, A Roberts, A Phinyomark, E Scheme
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
12023
Gait representation: From vision-based to floor sensor-based gait recognition
R Larracy, A Phinyomark, E Scheme
2023 IEEE Sensors Applications Symposium (SAS), 1-6, 2023
12023
Gait Recognition Using EigenfeetNet
A Roberts, A Salehi, A Phinyomark, E Scheme
2023 IEEE Sensors Applications Symposium (SAS), 1-6, 2023
2023
Sample Size in Floor Sensor-Based Gait Recognition for Smart Home and Access Control Scenarios
S Kazemi, A Phinyomark, E Scheme
2023 IEEE Sensors Applications Symposium (SAS), 1-6, 2023
2023
Impact of breast density on classification of infrared spectroscopy for breath-based breast cancer screening.
F Naz, AG Groom, MD Mohiuddin, A Sengupta, MJ Burnell, ...
Journal of Clinical Oncology 41 (16_suppl), e13558-e13558, 2023
12023
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Articles 1–20