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E

Erik Scheme

University of New Brunswick

46H-index
193Paper Count
7.3KCitation Count
Published Papers 50
Publication Date
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Investigating Feedback-Informed Screen-Guided Training to Enhance Myoelectric Control and Predictability
errIEEE Transactions on Neural Systems and Rehabilitation Engineering
IF5.2
err2025-12-23
err0
errOAAI
errThomas Labbé; Erik Scheme; Benoit Gosselin
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From zero- to few-shot: deep temporal learning of wrist EMG enables scalable cross-user gesture recognition
errJournal of Neural Engineering
IF3.8
err2025-09-26
err0
PREAI
errFady S Botros; Heather E Williams; Angkoon Phinyomark; Erik J Scheme
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Self-supervised representation learning with continuous training data improves the feel and performance of myoelectric control
errComputers in Biology and Medicine
IF6.3
err2025-09-07
err0
errOAAI
errShriram Tallam Puranam Raghu; Dawn T. MacIsaac; Erik J. Scheme
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A dataset of high-resolution plantar pressures for gait analysis across varying footwear and walking speeds
errScientific Data
IF6.9
err2025-08-13
err0
errOAAI
errRobyn Larracy; Angkoon Phinyomark; Ala Salehi; Eve MacDonald; Saeed Kazemi; Shikder Shafiul Bashar; Aaron Tabor; Erik Scheme
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errSave
Variability-based assessment of assisted gait using a multi-sensor instrumented cane
errComputers in Biology and Medicine
IF6.3
err2025-07-23
err0
errOAAI
errAngkoon Phinyomark; Robyn Larracy; Satinder Gill; Erik Scheme
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errSave
EMG-based wake gestures eliminate false activations during out-of-set activities of daily living: an online myoelectric control study
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2025-01-17
err0
PREAI
errEddy, Ethan; Campbell, Evan; Bateman, Scott; Scheme, Erik
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errSave
(Un)supervised (Co)adaptation via Incremental Learning for Myoelectric Control: Motivation, Review, and Future Directions
errIEEE Transactions on Neural Systems and Rehabilitation Engineering
IF5.2
err2025-01-01
err0
errOAAI
errEvan Campbell; Fabio Egle; Marius OßWald; Ulysse Côté-Allard; Patrick M. Pilarski; Nicolò Boccardo; Roberto Meattini; Ivan Vujaklija; Levi Hargrove; Michele Canepa; Ethan Eddy; Alessandro Del Vecchio; Claudio Castellini; Erik Scheme
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errSave
Enhancing neuroprosthesis calibration: the advantage of integrating prior training over exclusive use of new data
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2024-11-29
err1
PREAI
errThomson, Caleb J.; Tully, Troy N.; Stone, Eric S.; Morrell, Christian B.; Scheme, Erik J.; Warren, David J.; Hutchinson, Douglas T.; Clark, Gregory A.; George, Jacob A.
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Comparing online wrist and forearm EMG-based control using a rhythm game-inspired evaluation environment
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2024-08-22
err2
errOAAI
errMeredith, Robyn; Eddy, Ethan; Bateman, Scott; Scheme, Erik
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Understanding the influence of confounding factors in myoelectric control for discrete gesture recognition
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2024-05-17
err6
errOAAI
errEddy, Ethan; Campbell, Evan; Bateman, Scott; Scheme, Erik
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Context-informed incremental learning improves both the performance and resilience of myoelectric control
errJOURNAL OF NEUROENGINEERING AND REHABILITATION
IF5.2
err2024-05-03
err2
errOAAI
errCampbell, Evan; Eddy, Ethan; Bateman, Scott; Cote-Allard, Ulysse; Scheme, Erik
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errSave
Machine learning enabled detection of COVID-19 pneumonia using exhaled breath analysis: a proof-of-concept study
errJOURNAL OF BREATH RESEARCH
IF3.4
err2024-03-13
err1
errOAAI
errCusack, Ruth P.; Larracy, Robyn; Morrell, Christian B.; Ranjbar, Maral; Le Roux, Jennifer; Whetstone, Christiane E.; Boudreau, Maxime; Poitras, Patrick F.; Srinathan, Thiviya; Cheng, Eric; Howie, Karen; Obminski, Catie; O'Shea, Tim; Kruisselbrink, Rebecca J.; Ho, Terence; Scheme, Erik; Graham, Stephen; Beydaghyan, Gisia; Gavreau, Gail M.; Duong, Mylinh
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errSave
A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition
errIEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
IF4.4
err2024-02-01
err3
PREAI
errKulwa, Frank; Zhang, Haoshi; Samuel, Oluwarotimi Williams; Asogbon, Mojisola Grace; Scheme, Erik; Khushaba, Rami; McEwan, Alistair A.; Li, Guanglin
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Decision-Change Informed Rejection Improves Robustness in Pattern Recognition-Based Myoelectric Control
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-12-01
err4
errOAAI
errRaghu, Shriram Tallam Puranam; MacIsaac, Dawn; Scheme, Erik
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errSave
Novel Wearable HD-EMG Sensor With Shift-Robust Gesture Recognition Using Deep Learning
errieee transactions on circuits and systems i regular papers
IF4.9
err2023-10-01
err17
PREAI
errChamberland, Felix; Buteau, Etienne; Tam, Simon; Campbell, Evan; Mortazavi, Ali; Scheme, Erik; Fortier, Paul; Boukadoum, Mounir; Campeau-Lecours, Alexandre; Gosselin, Benoit
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LibEMG: An Open Source Library to Facilitate the Exploration of Myoelectric Control
errIEEE ACCESS
IF3.6
err2023-01-01
err13
errOAAI
errEddy, Ethan; Campbell, Evan; Phinyomark, Angkoon; Bateman, Scott; Scheme, Erik
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errSave
Underfoot Pressure-Based Left and Right Foot Classification Algorithms: The Impact of Footwear
errIEEE ACCESS
IF3.6
err2023-01-01
err0
errOAAI
errMacDonald, Eve; Larracy, Robyn; Phinyomark, Angkoon; Scheme, Erik
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Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction
errIEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
IF4.4
err2022-12-01
err23
PREAI
errKhushaba, Rami N.; Al-Timemy, Ali H.; Samuel, Oluwarotimi Williams; Scheme, Erik J.
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errSave
Feature Selection for Continuous within- and Cross-User EEG-Based Emotion Recognition
errSENSORS
IF3.5
err2022-11-29
err0
errOAAI
errBendrich, Nicole; Kumar, Pradeep; Scheme, Erik
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errSave
Compression of EMG Signals Using Deep Convolutional Autoencoders
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-07-01
err15
PREAI
errDinashi, Kimia; Ameri, Ali; Akhaee, Mohammad Ali; Englehart, Kevin; Scheme, Erik
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
V
Victor Chang
H-index: 80 · Papers: 640
L
Levi J. Hargrove
H-index: 57 · Papers: 277
G
Guanglin Li
H-index: 56 · Papers: 655
C
Christian Cipriani
H-index: 51 · Papers: 271
K
Kevin Englehart
H-index: 50 · Papers: 154
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