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For: Phinyomark A, Quaine F, Charbonnier S, Serviere C, Tarpin-Bernard F, Laurillau Y. Feature extraction of the first difference of EMG time series for EMG pattern recognition. Comput Methods Programs Biomed 2014;117:247-256. [PMID: 25023536 DOI: 10.1016/j.cmpb.2014.06.013] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Revised: 06/13/2014] [Accepted: 06/21/2014] [Indexed: 06/03/2023]
Number Cited by Other Article(s)
1
Taha MA, Morren JA. The role of artificial intelligence in electrodiagnostic and neuromuscular medicine: Current state and future directions. Muscle Nerve 2024;69:260-272. [PMID: 38151482 DOI: 10.1002/mus.28023] [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: 09/07/2023] [Revised: 12/04/2023] [Accepted: 12/09/2023] [Indexed: 12/29/2023]
2
Emimal M, Hans WJ, Inbamalar TM, Lindsay NM. Classification of EMG signals with CNN features and voting ensemble classifier. Comput Methods Biomech Biomed Engin 2024:1-15. [PMID: 38317414 DOI: 10.1080/10255842.2024.2310726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/20/2024] [Indexed: 02/07/2024]
3
Xu D, Zhou H, Quan W, Gusztav F, Baker JS, Gu Y. Adaptive neuro-fuzzy inference system model driven by the non-negative matrix factorization-extracted muscle synergy patterns to estimate lower limb joint movements. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;242:107848. [PMID: 37863010 DOI: 10.1016/j.cmpb.2023.107848] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Revised: 09/16/2023] [Accepted: 10/05/2023] [Indexed: 10/22/2023]
4
Xing Y, Cheng H, Yang C, Xiao Z, Yan C, Chen F, Li J, Zhang Y, Cui C, Li J, Liu C. Evaluation of skin sympathetic nervous activity for classification of intracerebral hemorrhage and outcome prediction. Comput Biol Med 2023;166:107397. [PMID: 37804780 DOI: 10.1016/j.compbiomed.2023.107397] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 08/02/2023] [Accepted: 08/26/2023] [Indexed: 10/09/2023]
5
Ullah R, Asif M, Shah WA, Anjam F, Ullah I, Khurshaid T, Wuttisittikulkij L, Shah S, Ali SM, Alibakhshikenari M. Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer. SENSORS (BASEL, SWITZERLAND) 2023;23:6212. [PMID: 37448062 DOI: 10.3390/s23136212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 05/26/2023] [Accepted: 06/04/2023] [Indexed: 07/15/2023]
6
Fu X, Guan C. Gait Pattern Recognition Based on Supervised Contrastive Learning Between EEG and EMG. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2023;2023:1-4. [PMID: 38082819 DOI: 10.1109/embc40787.2023.10340491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
7
Ramírez-Pérez V, Guerrero-Díaz-de-León JA, Macías-Díaz JE. On the detection of activity patterns in electromyographic signals via decision trees. EVOLUTIONARY INTELLIGENCE 2023. [DOI: 10.1007/s12065-023-00844-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
8
Truong MTN, Ali AEA, Owaki D, Hayashibe M. EMG-Based Estimation of Lower Limb Joint Angles and Moments Using Long Short-Term Memory Network. SENSORS (BASEL, SWITZERLAND) 2023;23:3331. [PMID: 36992041 PMCID: PMC10058035 DOI: 10.3390/s23063331] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/07/2023] [Accepted: 03/17/2023] [Indexed: 06/19/2023]
9
Narayanan S, Gopinath V. Generation and analysis of synthetic surface electromyography signals under varied muscle fiber type proportions and validation using recorded signals. Proc Inst Mech Eng H 2023;237:209-223. [PMID: 36651535 DOI: 10.1177/09544119221149234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
10
An improved feature selection approach using global best guided Gaussian artificial bee colony for EMG classification. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
11
Zhao K, Wen H, Guo Y, Scano A, Zhang Z. Feasibility of recurrence quantification analysis (RQA) in quantifying dynamical coordination among muscles. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
12
A resistive force correlated electromyogram feature selection method for muscle strength prediction. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
13
Négyesi J, Petró B, Salman DN, Khandoker A, Katona P, Wang Z, Almaazmi AISQ, Hortobágyi T, Váczi M, Rácz K, Pálya Z, Grand L, Kiss RM, Nagatomi R. Biosignal processing methods to explore the effects of side-dominance on patterns of bi- and unilateral standing stability in healthy young adults. Front Physiol 2022;13:965702. [PMID: 36187771 PMCID: PMC9523607 DOI: 10.3389/fphys.2022.965702] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 08/09/2022] [Indexed: 11/13/2022]  Open
14
Mashrur FR, Rahman KM, Miya MTI, Vaidyanathan R, Anwar SF, Sarker F, Mamun KA. An intelligent neuromarketing system for predicting consumers' future choice from electroencephalography signals. Physiol Behav 2022;253:113847. [PMID: 35594931 DOI: 10.1016/j.physbeh.2022.113847] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 04/05/2022] [Accepted: 05/16/2022] [Indexed: 10/18/2022]
15
Tanaka T, Nambu I, Maruyama Y, Wada Y. Sliding-Window Normalization to Improve the Performance of Machine-Learning Models for Real-Time Motion Prediction Using Electromyography. SENSORS 2022;22:s22135005. [PMID: 35808500 PMCID: PMC9269700 DOI: 10.3390/s22135005] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 06/24/2022] [Accepted: 06/29/2022] [Indexed: 11/16/2022]
16
Asghar A, Jawaid Khan S, Azim F, Shakeel CS, Hussain A, Niazi IK. Review on electromyography based intention for upper limb control using pattern recognition for human-machine interaction. Proc Inst Mech Eng H 2022;236:628-645. [DOI: 10.1177/09544119221074770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
17
Electromyogram-Based Classification of Hand and Finger Gestures Using Artificial Neural Networks. SENSORS 2021;22:s22010225. [PMID: 35009768 PMCID: PMC8749583 DOI: 10.3390/s22010225] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 12/21/2021] [Accepted: 12/27/2021] [Indexed: 11/16/2022]
18
Subhashini N, Kandaswamy A. Gesture Classification of Surface Electromyography Signals Using Machine Learning Algorithms for Hand Prosthetics. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 2021. [DOI: 10.1166/jmihi.2021.3907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
19
Wang H, Rajotte KJ, Wang H, Dai C, Zhu Z, Huang X, Clancy EA. Simplified Optimal Estimation of Time-Varying Electromyogram Standard Deviation (EMGσ): Evaluation on Two Datasets. SENSORS (BASEL, SWITZERLAND) 2021;21:5165. [PMID: 34372403 PMCID: PMC8348299 DOI: 10.3390/s21155165] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 07/21/2021] [Accepted: 07/26/2021] [Indexed: 11/17/2022]
20
Jiménez-Grande D, Atashzar SF, Martinez-Valdes E, Falla D. Muscle network topology analysis for the classification of chronic neck pain based on EMG biomarkers extracted during walking. PLoS One 2021;16:e0252657. [PMID: 34153069 PMCID: PMC8216529 DOI: 10.1371/journal.pone.0252657] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/19/2021] [Indexed: 11/20/2022]  Open
21
Wang S, Tang H, Wang B, Mo J. Analysis of fatigue in the biceps brachii by using rapid refined composite multiscale sample entropy. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102510] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
22
Gao Z, Tang R, Huang Q, He J. A Multi-DoF Prosthetic Hand Finger Joint Controller for Wearable sEMG Sensors by Nonlinear Autoregressive Exogenous Model. SENSORS 2021;21:s21082576. [PMID: 33916907 PMCID: PMC8067594 DOI: 10.3390/s21082576] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 03/26/2021] [Accepted: 03/31/2021] [Indexed: 11/16/2022]
23
Electronic Devices for Stress Detection in Academic Contexts during Confinement Because of the COVID-19 Pandemic. ELECTRONICS 2021. [DOI: 10.3390/electronics10030301] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
24
Opposition based competitive grey wolf optimizer for EMG feature selection. EVOLUTIONARY INTELLIGENCE 2020. [DOI: 10.1007/s12065-020-00441-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
25
Fusion of EEG and EMG signals for classification of unilateral foot movements. Biomed Signal Process Control 2020. [DOI: 10.1016/j.bspc.2020.101990] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
26
Wei Y, Zhou J, Wang Y, Liu Y, Liu Q, Luo J, Wang C, Ren F, Huang L. A Review of Algorithm & Hardware Design for AI-Based Biomedical Applications. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2020;14:145-163. [PMID: 32078560 DOI: 10.1109/tbcas.2020.2974154] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
27
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]
28
Asogbon MG, Samuel OW, Geng Y, Oluwagbemi O, Ning J, Chen S, Ganesh N, Feng P, Li G. Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020;184:105278. [PMID: 31901634 DOI: 10.1016/j.cmpb.2019.105278] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 11/29/2019] [Accepted: 12/13/2019] [Indexed: 06/10/2023]
29
Sravani C, Bajaj V, Taran S, Sengur A. Flexible Analytic Wavelet Transform Based Features for Physical Action Identification Using sEMG Signals. Ing Rech Biomed 2020. [DOI: 10.1016/j.irbm.2019.07.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
30
Enhancing the Security of Pattern Unlock with Surface EMG-Based Biometrics. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10020541] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
31
An experimental study on upper limb position invariant EMG signal classification based on deep neural network. Biomed Signal Process Control 2020. [DOI: 10.1016/j.bspc.2019.101669] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
32
Khan SM, Khan AA, Farooq O. Selection of Features and Classifiers for EMG-EEG-Based Upper Limb Assistive Devices-A Review. IEEE Rev Biomed Eng 2019;13:248-260. [PMID: 31689209 DOI: 10.1109/rbme.2019.2950897] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
33
Liu J, Ren Y, Xu D, Kang SH, Zhang LQ. EMG-Based Real-Time Linear-Nonlinear Cascade Regression Decoding of Shoulder, Elbow, and Wrist Movements in Able-Bodied Persons and Stroke Survivors. IEEE Trans Biomed Eng 2019;67:1272-1281. [PMID: 31425016 DOI: 10.1109/tbme.2019.2935182] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
34
Campbell E, Phinyomark A, Scheme E. Feature Extraction and Selection for Pain Recognition Using Peripheral Physiological Signals. Front Neurosci 2019;13:437. [PMID: 31133782 PMCID: PMC6513974 DOI: 10.3389/fnins.2019.00437] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 04/16/2019] [Indexed: 11/25/2022]  Open
35
EMG Feature Selection and Classification Using a Pbest-Guide Binary Particle Swarm Optimization. COMPUTATION 2019. [DOI: 10.3390/computation7010012] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
36
Narayan Y, Mathew L, Chatterji S. sEMG signal classification with novel feature extraction using different machine learning approaches. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2018. [DOI: 10.3233/jifs-169794] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
37
Marzec L, Raghavan S, Banaei-Kashani F, Creasy S, Melanson EL, Lange L, Ghosh D, Rosenberg MA. Device-measured physical activity data for classification of patients with ventricular arrhythmia events: A pilot investigation. PLoS One 2018;13:e0206153. [PMID: 30372463 PMCID: PMC6205644 DOI: 10.1371/journal.pone.0206153] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 10/07/2018] [Indexed: 12/23/2022]  Open
38
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: 42] [Impact Index Per Article: 7.0] [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
39
Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. SENSORS 2018;18:s18051615. [PMID: 29783659 PMCID: PMC5982518 DOI: 10.3390/s18051615] [Citation(s) in RCA: 147] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 04/27/2018] [Accepted: 05/16/2018] [Indexed: 12/03/2022]
40
Chen J, Zhang X, Cheng Y, Xi N. Surface EMG based continuous estimation of human lower limb joint angles by using deep belief networks. Biomed Signal Process Control 2018. [DOI: 10.1016/j.bspc.2017.10.002] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
41
A bionic hand controlled by hand gesture recognition based on surface EMG signals: A preliminary study. Biocybern Biomed Eng 2018. [DOI: 10.1016/j.bbe.2017.11.001] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
42
Burhan N, Kasno M‘A, Ghazali R, Said MR, Abdullah SS, Jali MH. Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band. JOURNAL OF HEALTHCARE ENGINEERING 2017;2017:1631384. [PMID: 29138687 PMCID: PMC5613368 DOI: 10.1155/2017/1631384] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Revised: 06/30/2017] [Accepted: 08/01/2017] [Indexed: 11/17/2022]
43
Khushaba RN, Al-Timemy AH, Al-Ani A, Al-Jumaily A. A Framework of Temporal-Spatial Descriptors-Based Feature Extraction for Improved Myoelectric Pattern Recognition. IEEE Trans Neural Syst Rehabil Eng 2017;25:1821-1831. [PMID: 28358690 DOI: 10.1109/tnsre.2017.2687520] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
44
Karabulut D, Ortes F, Arslan YZ, Adli MA. Comparative evaluation of EMG signal features for myoelectric controlled human arm prosthetics. Biocybern Biomed Eng 2017. [DOI: 10.1016/j.bbe.2017.03.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
45
Al-Quraishi MS, Ishak AJ, Ahmad SA, Hasan MK, Al-Qurishi M, Ghapanchizadeh H, Alamri A. Classification of ankle joint movements based on surface electromyography signals for rehabilitation robot applications. Med Biol Eng Comput 2016;55:747-758. [PMID: 27484411 DOI: 10.1007/s11517-016-1551-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2015] [Accepted: 07/13/2016] [Indexed: 11/25/2022]
46
Menychtas A, Tsanakas P, Maglogiannis I. Automated integration of wireless biosignal collection devices for patient-centred decision-making in point-of-care systems. Healthc Technol Lett 2016;3:34-40. [PMID: 27222731 DOI: 10.1049/htl.2015.0054] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 02/23/2016] [Accepted: 02/26/2016] [Indexed: 11/19/2022]  Open
47
Wu Q, Mao J, Wei C, Fu S, Law R, Ding L, Yu B, Jia B, Yang C. Hybrid BF–PSO and fuzzy support vector machine for diagnosis of fatigue status using EMG signal features. Neurocomputing 2016. [DOI: 10.1016/j.neucom.2015.06.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Classification of electromyography signals using relevance vector machines and fractal dimension. Neural Comput Appl 2015. [DOI: 10.1007/s00521-015-1953-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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