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For: McCool P, Fraser GD, Chan ADC, Petropoulakis L, Soraghan JJ. Identification of contaminant type in surface electromyography (EMG) signals. IEEE Trans Neural Syst Rehabil Eng 2014;22:774-83. [PMID: 24760926 DOI: 10.1109/tnsre.2014.2299573] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Number Cited by Other Article(s)
1
Phukpattaranont P, Thiamchoo N, Neranon P. Real-time identification of noise type contaminated in surface electromyogram signals using efficient statistical features. Med Eng Phys 2024;131:104232. [PMID: 39284657 DOI: 10.1016/j.medengphy.2024.104232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 03/19/2024] [Accepted: 08/21/2024] [Indexed: 09/19/2024]
2
Hussain I, Kim SE, Kwon C, Hoon SK, Kim HC, Ku Y, Ro DH. Estimation of patient-reported outcome measures based on features of knee joint muscle co-activation in advanced knee osteoarthritis. Sci Rep 2024;14:12428. [PMID: 38816528 PMCID: PMC11139965 DOI: 10.1038/s41598-024-63266-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 05/27/2024] [Indexed: 06/01/2024]  Open
3
Hussain I, Jany R. Interpreting Stroke-Impaired Electromyography Patterns through Explainable Artificial Intelligence. SENSORS (BASEL, SWITZERLAND) 2024;24:1392. [PMID: 38474928 DOI: 10.3390/s24051392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 02/17/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024]
4
Beni NH, Jiang N. Heartbeat detection from single-lead ECG contaminated with simulated EMG at different intensity levels: A comparative study. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2023.104612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
5
Boyer M, Bouyer L, Roy JS, Campeau-Lecours A. Reducing Noise, Artifacts and Interference in Single-Channel EMG Signals: A Review. SENSORS (BASEL, SWITZERLAND) 2023;23:2927. [PMID: 36991639 PMCID: PMC10059683 DOI: 10.3390/s23062927] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/22/2023] [Accepted: 03/01/2023] [Indexed: 06/19/2023]
6
Chen B, Zhou Y, Chen C, Sayeed Z, Hu J, Qi J, Frush T, Goitz H, Hovorka J, Cheng M, Palacio C. Volitional control of upper-limb exoskeleton empowered by EMG sensors and machine learning computing. ARRAY 2023. [DOI: 10.1016/j.array.2023.100277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]  Open
7
Tosin MC, Bagesteiro LB, Balbinot A. Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Minimization in sEMG Movement Recognition. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022;2022:3636-3639. [PMID: 36086267 DOI: 10.1109/embc48229.2022.9871412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
8
Chen B, Chen C, Hu J, Nguyen T, Qi J, Yang B, Chen D, Alshahrani Y, Zhou Y, Tsai A, Frush T, Goitz H. A Real-Time EMG-Based Fixed-Bandwidth Frequency-Domain Embedded System for Robotic Hand. Front Neurorobot 2022;16:880073. [PMID: 35845759 PMCID: PMC9280080 DOI: 10.3389/fnbot.2022.880073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 06/06/2022] [Indexed: 11/20/2022]  Open
9
Automatic detection of poor quality signals as a pre-processing scheme in the analysis of sEMG in swallowing. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2021.103122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
10
Abbasi MU, Rashad A, Srivastava G, Tariq M. Multiple contaminant biosignal quality analysis for electrocardiography. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2021.103127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
11
Tosin MC, Bagesteiro LB, Balbinot A. Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Type Identification in Surface Electromyography Data. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021;2021:186-189. [PMID: 34891268 DOI: 10.1109/embc46164.2021.9629967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
12
Usman M, Kamal M, Tariq M. Improved and Secured Electromyography in the Internet of Health Things. IEEE J Biomed Health Inform 2021;26:2032-2040. [PMID: 34623287 DOI: 10.1109/jbhi.2021.3118810] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
13
Prediction of Myoelectric Biomarkers in Post-Stroke Gait. SENSORS 2021;21:s21165334. [PMID: 34450776 PMCID: PMC8399186 DOI: 10.3390/s21165334] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 08/05/2021] [Accepted: 08/05/2021] [Indexed: 12/17/2022]
14
Motion artifact synthesis for research in biomedical signal quality analysis. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102611] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
15
Machado J, Machado A, Balbinot A. Deep learning for surface electromyography artifact contamination type detection. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102752] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
16
Chen Y, Ma K, Yang L, Yu S, Cai S, Xie L. Trunk compensation electromyography features purification and classification model using generative adversarial network. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2020.102345] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
17
Rojas-Martínez M, Serna LY, Jordanic M, Marateb HR, Merletti R, Mañanas MÁ. High-density surface electromyography signals during isometric contractions of elbow muscles of healthy humans. Sci Data 2020;7:397. [PMID: 33199696 PMCID: PMC7670452 DOI: 10.1038/s41597-020-00717-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 10/06/2020] [Indexed: 11/09/2022]  Open
18
Chang J, Phinyomark A, Scheme E. Assessment of EMG Benchmark Data for Gesture Recognition Using the NinaPro Database. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:3339-3342. [PMID: 33018719 DOI: 10.1109/embc44109.2020.9175260] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
19
Machado J, Tosin MC, Bagesteiro LB, Balbinot A. Recurrent Neural Network for Contaminant Type Detector in Surface Electromyography Signals. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:3759-3762. [PMID: 33018819 DOI: 10.1109/embc44109.2020.9175348] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
20
Farago E, Chan ADC. Simulating Motion Artifact Using an Autoregressive Model for Research in Biomedical Signal Quality Analysis. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:940-943. [PMID: 33018139 DOI: 10.1109/embc44109.2020.9175965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
21
Merletti R, Cerone GL. Tutorial. Surface EMG detection, conditioning and pre-processing: Best practices. J Electromyogr Kinesiol 2020;54:102440. [PMID: 32763743 DOI: 10.1016/j.jelekin.2020.102440] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/13/2020] [Accepted: 06/20/2020] [Indexed: 10/24/2022]  Open
22
Campbell E, Phinyomark A, Scheme E. Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity. SENSORS (BASEL, SWITZERLAND) 2020;20:E1613. [PMID: 32183215 PMCID: PMC7146367 DOI: 10.3390/s20061613] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 03/08/2020] [Accepted: 03/09/2020] [Indexed: 11/17/2022]
23
Côté-Allard U, Campbell E, Phinyomark A, Laviolette F, Gosselin B, Scheme E. Interpreting Deep Learning Features for Myoelectric Control: A Comparison With Handcrafted Features. Front Bioeng Biotechnol 2020;8:158. [PMID: 32195238 PMCID: PMC7063031 DOI: 10.3389/fbioe.2020.00158] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Accepted: 02/17/2020] [Indexed: 01/10/2023]  Open
24
Machado JC, Cene VH, Balbinot A. Recurrent Neural Network as Estimator for a Virtual sEMG Channel. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2019:3620-3623. [PMID: 31946660 DOI: 10.1109/embc.2019.8857462] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
25
Moura KOA, Ruschel RS, Balbinot A. Fault-Tolerant Sensor Detection of sEMG signals: Quality Analysis Using a Two-Class Support Vector Machine. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018;2018:5644-5647. [PMID: 30441616 DOI: 10.1109/embc.2018.8513527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
26
Phinyomark A, Khushaba RN, Ibáñez-Marcelo E, Patania A, Scheme E, Petri G. Navigating features: a topologically informed chart of electromyographic features space. J R Soc Interface 2018;14:rsif.2017.0734. [PMID: 29212759 PMCID: PMC5746577 DOI: 10.1098/rsif.2017.0734] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 11/09/2017] [Indexed: 12/18/2022]  Open
27
Posada-Quintero H, Noh Y, Eaton-Robb C, Florian JP, Chon KH. Feasibility Testing of Hydrophobic Carbon Electrodes for Acquisition of Underwater Surface Electromyography Data. Ann Biomed Eng 2018;46:1397-1405. [PMID: 29736693 DOI: 10.1007/s10439-018-2042-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 05/03/2018] [Indexed: 11/25/2022]
28
de Moura KDOA, Balbinot A. Virtual Sensor of Surface Electromyography in a New Extensive Fault-Tolerant Classification System. SENSORS (BASEL, SWITZERLAND) 2018;18:E1388. [PMID: 29723994 PMCID: PMC5982165 DOI: 10.3390/s18051388] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 04/15/2018] [Accepted: 04/26/2018] [Indexed: 11/17/2022]
29
Ijaz A, Choi J. Anomaly Detection of Electromyographic Signals. IEEE Trans Neural Syst Rehabil Eng 2018;26:770-779. [PMID: 29641381 DOI: 10.1109/tnsre.2018.2813421] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
30
Improved pattern recognition classification accuracy for surface myoelectric signals using spectral enhancement. Biomed Signal Process Control 2015. [DOI: 10.1016/j.bspc.2014.12.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
31
Bian ZP, Hou J, Chau LP, Magnenat-Thalmann N. Facial Position and Expression-Based Human-Computer Interface for Persons With Tetraplegia. IEEE J Biomed Health Inform 2015;20:915-924. [PMID: 25775501 DOI: 10.1109/jbhi.2015.2412125] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
32
Nazarpour K, Cipriani C, Farina D, Kuiken T. Guest Editorial. IEEE Trans Neural Syst Rehabil Eng 2014;22:711-5. [DOI: 10.1109/tnsre.2014.2330451] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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