| Electromyogram pattern recognition for control of powered upper-limb prostheses: state of the art and challenges for clinical use. E Scheme, K Englehart Journal of Rehabilitation Research & Development 48 (6), 2011 | 988 | 2011 |
| Resolving the limb position effect in myoelectric pattern recognition A Fougner, E Scheme, ADC Chan, K Englehart, Ø Stavdahl IEEE Transactions on Neural Systems and Rehabilitation Engineering 19 (6 …, 2011 | 385 | 2011 |
| Feature extraction and selection for myoelectric control based on wearable EMG sensors A Phinyomark, R N. Khushaba, E Scheme Sensors 18 (5), 1615, 2018 | 296 | 2018 |
| Multiple binary classifications via linear discriminant analysis for improved controllability of a powered prosthesis LJ Hargrove, EJ Scheme, KB Englehart, BS Hudgins IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (1), 49-57, 2010 | 249 | 2010 |
| Proceedings of the first workshop on peripheral machine interfaces: Going beyond traditional surface electromyography C Castellini, P Artemiadis, M Wininger, A Ajoudani, M Alimusaj, A Bicchi, ... Frontiers in neurorobotics 8, 22, 2014 | 236 | 2014 |
| EMG pattern recognition in the era of big data and deep learning A Phinyomark, E Scheme Big Data and Cognitive Computing 2 (3), 21, 2018 | 200 | 2018 |
| Selective classification for improved robustness of myoelectric control under nonideal conditions EJ Scheme, KB Englehart, BS Hudgins IEEE Transactions on Biomedical Engineering 58 (6), 1698-1705, 2011 | 185 | 2011 |
| Support vector regression for improved real-time, simultaneous myoelectric control A Ameri, EN Kamavuako, EJ Scheme, KB Englehart, PA Parker IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (6 …, 2014 | 170 | 2014 |
| Examining the adverse effects of limb position on pattern recognition based myoelectric control E Scheme, A Fougner, Ø Stavdahl, ADC Chan, K Englehart 2010 annual international conference of the IEEE engineering in medicine and …, 2010 | 167 | 2010 |
| High-density force myography: A possible alternative for upper-limb prosthetic control. A Radmand, E Scheme, K Englehart Journal of Rehabilitation Research & Development 53 (4), 2016 | 132 | 2016 |
| Regression convolutional neural network for improved simultaneous EMG control A Ameri, MA Akhaee, E Scheme, K Englehart Journal of neural engineering 16 (3), 036015, 2019 | 128 | 2019 |
| Motion normalized proportional control for improved pattern recognition-based myoelectric control E Scheme, B Lock, L Hargrove, W Hill, U Kuruganti, K Englehart IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (1 …, 2013 | 123 | 2013 |
| Confidence-based rejection for improved pattern recognition myoelectric control EJ Scheme, BS Hudgins, KB Englehart IEEE Transactions on Biomedical Engineering 60 (6), 1563-1570, 2013 | 120 | 2013 |
| Validation of a selective ensemble-based classification scheme for myoelectric control using a three-dimensional Fitts' law test EJ Scheme, KB Englehart IEEE transactions on neural systems and rehabilitation engineering 21 (4 …, 2012 | 107 | 2012 |
| Training strategies for mitigating the effect of proportional control on classification in pattern recognition based myoelectric control E Scheme, K Englehart Journal of prosthetics and orthotics: JPO 25 (2), 76, 2013 | 102 | 2013 |
| A deep transfer learning approach to reducing the effect of electrode shift in EMG pattern recognition-based control A Ameri, MA Akhaee, E Scheme, K Englehart IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (2 …, 2019 | 98 | 2019 |
| Real-time, simultaneous myoelectric control using force and position-based training paradigms A Ameri, EJ Scheme, EN Kamavuako, KB Englehart, PA Parker IEEE Transactions on Biomedical Engineering 61 (2), 279-287, 2013 | 97 | 2013 |
| Continuous detection and decoding of dexterous finger flexions with implantable myoelectric sensors JJ Baker, E Scheme, K Englehart, DT Hutchinson, B Greger IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (4 …, 2010 | 90 | 2010 |
| Electromyogram whitening for improved classification accuracy in upper limb prosthesis control L Liu, P Liu, EA Clancy, E Scheme, KB Englehart IEEE Transactions on Neural Systems and Rehabilitation Engineering 21 (5 …, 2013 | 81 | 2013 |
| A multi-modal approach for hand motion classification using surface EMG and accelerometers A Fougner, E Scheme, ADC Chan, K Englehart, Ø Stavdahl 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 81 | 2011 |
Kevin EnglehartAssociate Dean of Graduate Studies, University of New BrunswickVerified email at unb.ca
