Articles in International Journals

Electromyography-Based Gesture Recognition: Is It Time to Change Focus From the Forearm to the Wrist?

Fady Botros, Angkoon Phinyomark, Erik Scheme

IEEE Transactions on Industrial Informatics   IF(2021): 12.3

Vol. 18, No. 1, Jan 2022, pp. 174-184, doi no: 10.1109/TII.2020.3041618.

Full Paper

Infrared Cavity Ring-Down Spectroscopy for Detecting Non-Small Cell Lung Cancer in Exhaled Breath

Robyn Larracy, Angkoon Phinyomark, Erik Scheme

Journal of Breath Research   IF(2021): 3.8

Vol. 16, No. 2, Mar 2022, pp. 026008, doi no: 10.1088/1752-7163/ac5e4f.

Full Paper (Open Access)

Deep Cross-User Models Reduce the Training Burden in Myoelectric Control

Evan Campbell, Angkoon Phinyomark, Erik Scheme

Frontiers in Neuroscience   IF(2021): 4.3

Vol. 15, May 2021, 657958, doi no: 10.3389/fnins.2021.657958.

Full Paper (Open Access)

Nanoparticle Surface-Enhanced Raman Spectroscopy as a Noninvasive, Label-Free Tool to Monitor Hematological Malignancy

Stacy Grieve, Nagaprasad Puvvada, Angkoon Phinyomark, Kevin Russell, Alli Murugesan, Elizabeth Zed, Ansar Hassan, Jean-Francois Legare, Petra C. Kienesberger, Thomas Pulinilkunnil, Tony Reiman, Erik Scheme, Keith R. Brunt 

Nanomedicine   IF(2021): 5.5

Vol. 16, No. 24, Sep 2021, pp. 2175-2188, doi no: 10.2217/nnm-2021-0076.

Full Paper (Open Access)

A Transferable Adaptive Domain Adversarial Neural Network for Virtual Reality Augmented EMG-Based Gesture Recognition

Ulysse Côté Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik Scheme, François Laviolette, Benoit Gosselin

IEEE Transactions on Neural Systems and Rehabilitation Engineering   IF(2021): 4.9

Vol. 29, Feb 2021, pp. 546-555, doi no: 10.1109/TNSRE.2021.3059741.

Full Paper (Open Access)

A Long Short-Term Recurrent Spatial-Temporal Fusion for Myoelectric Pattern Recognition

Rami N. Khushaba, Erik Scheme, Ali H. Al-Timemy, Angkoon, Phinyomark, Ahmed Al- Taee, Adel Al-Jumaily

Expert Systems with Applications   IF(2021): 8.5

Vol. 178, Sep 2021, 114977, doi no: 10.1016/j.eswa.2021.114977.

Full Paper

Fractal Analysis of Human Gait Variability via Stride Interval Time Series

Angkoon Phinyomark, Robyn Larracy, Erik Scheme

Frontiers in Physiology   IF(2021): 4.0

Vol. 11, No. 333, Apr 2020, doi no: 10.3389/fphys.2020.00333.

Full Paper (Open Access)

Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity

Evan Campbell, Angkoon Phinyomark, Erik Scheme

Sensors   IF(2021): 3.9

Vol. 20, No. 6, Mar 2020, pp. 1613, doi no: 10.3390/s20061613.

Full Paper (Open Access)

Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features

Ulysse Côté Allard, Evan Campbell, Angkoon Phinyomark, François Laviolette, Benoit Gosselin, Erik Scheme

Frontiers in Bioengineering and Biotechnology   IF(2021): 5.7

Vol. 8, No. 158, Mar 2020, doi no: 10.3389/fbioe.2020.00158.

Full Paper (Open Access)

Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition

Ulysse Côté Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik Scheme, François Laviolette, Benoit Gosselin

IEEE Access   IF(2021): 3.9

Vol. 8, Oct 2020, pp. 177941-177955, doi no: 10.1109/ACCESS.2020.3027497.

Full Paper (Open Access)

Recursive Multi-Signal Temporal Fusions with Attention Mechanism Improves EMG Feature Extraction

Rami Khushaba, Angkoon Phinyomark, Ali Al-Timemy, Erik Scheme

IEEE Transactions on Artificial Intelligence

Vol. 1, No. 2, Oct. 2020, pp. 139-150, doi no: 10.1109/TAI.2020.3046160.

Full Paper

Classification of Higher- and Lower-Mileage Runners Based on Running Kinematics

Christian Clermont, Angkoon Phinyomark, Sean T. Osis, Reed Ferber

Journal of Sport and Health Science   IF(2021): 11.7

Vol. 8, No. 3, May 2019, pp. 249-257, doi no: 10.1016/j.jshs.2017.08.003.

Full Paper (Open Access)

Feature Extraction and Selection for Pain Recognition Using Peripheral Physiological Signals

Evan Campbell, Angkoon Phinyomark, Erik Scheme

Frontiers in Neuroscience   IF(2021): 4.3

Vol. 13, No. 437, May 2019, doi no: 10.3389/fnins.2019.00437.

Full Paper (Open Access)

Topology Highlights Mesoscopic Functional Equivalence Between Imagery and Perception: The Case of Hypnotizability

Esther Ibáñez-Marcelo, Lisa Campioni, Angkoon Phinyomark, Giovanni Petri, Enrica L. Santarcangelo

NeuroImage   IF(2021): 5.7

Vol. 200, 15 October 2019, pp. 437-449, doi no: 10.1016/j.neuroimage.2019.06.044.

Full Paper (Open Access)

Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors

Angkoon Phinyomark, Rami N. Khushaba, Erik Scheme

Sensors   IF(2021): 3.9

Special Issue on Wearable and Ambient Sensors for Healthcare and Wellness Applications 2018

Vol. 18, No. 5, May 2018, 1615, doi no: 10.3390/s18051615.

Full Paper (Open Access)

Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

Angkoon Phinyomark, Giovanni Petri, Esther Ibáñez-Marcelo, Sean T. Osis, Reed Ferber

Journal of Medical and Biological Engineering   IF(2021): 2.0

Special Issue on Recent Advances in Biomedical Engineering

Vol. 38, No. 2, April 2018, pp. 244-260, doi no: 10.1007/s40846-017-0297-2.

Full Paper (Open Access)

EMG Pattern Recognition in the Era of Big Data and Deep Learning

Angkoon Phinyomark, Erik Scheme

Big Data and Cognitive Computing

Special Issue on Big Data and Cognitive Computing: Feature Papers 2018

Vol. 2, No. 3, September 2018, 21, doi no: 10.3390/bdcc2030021.

Full Paper (Open Access)  (Feature articles)

Runners with Patellofemoral Pain Demonstrate Sub-Groups of Pelvic Acceleration Profiles Using Hierarchical Cluster Analysis: An Exploratory Cross Sectional Study

Ricky Watari, Sean T. Osis, Angkoon Phinyomark, Reed Ferber

BMC Musculoskeletal Disorders IF(2021): 2.3

Vol. 19, April 2018, 120 (10 pages), doi no: 10.1186/s12891-018-2045-3.

Full Paper (Open Access)