• Reference Citation Analysis
  • v
  • v
  • Find an Article
Find an Article PDF (5073341)   Today's Articles (127)
For: Karthick PA, Ghosh DM, Ramakrishnan S. Surface electromyography based muscle fatigue detection using high-resolution time-frequency methods and machine learning algorithms. Comput Methods Programs Biomed 2018;154:45-56. [PMID: 29249346 DOI: 10.1016/j.cmpb.2017.10.024] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2017] [Revised: 09/22/2017] [Accepted: 10/29/2017] [Indexed: 05/08/2023]

Collapse
Number Cited by Other Article(s)
1
Peng B, Zhang H, Li X, Li G. A novel spatial feature extraction method based on high-density sEMG for complex hand movement recognition. Biomed Signal Process Control 2025;103:107403. [DOI: 10.1016/j.bspc.2024.107403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
2
Li Z, Zhang B, Wang H, Gouda MA. Surface Electromyography Monitoring of Muscle Changes in Male Basketball Players During Isotonic Training. SENSORS (BASEL, SWITZERLAND) 2025;25:1355. [PMID: 40096156 PMCID: PMC11902422 DOI: 10.3390/s25051355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 02/20/2025] [Accepted: 02/21/2025] [Indexed: 03/19/2025]
3
Gopinath V, Ramakrishnan MS, Nair RR, Swaminathan R. A proposal to analyze muscle fiber type composition in the soleus muscle of untrained subjects and sprinters using surface EMG signals. Proc Inst Mech Eng H 2025;239:144-154. [PMID: 40035228 DOI: 10.1177/09544119251321129] [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] [Indexed: 03/05/2025]
4
Zhang G, Yang B, Zan P, Zhang D. Multilevel Assessment of Exercise Fatigue Utilizing Multiple Attention and Convolution Network (MACNet) based on Surface Electromyography. IEEE Trans Neural Syst Rehabil Eng 2024;PP:243-254. [PMID: 40030815 DOI: 10.1109/tnsre.2024.3523332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
5
Sid'El Moctar SM, Rida I, Boudaoud S. Comprehensive Review of Feature Extraction Techniques for sEMG Signal Classification: From Handcrafted Features to Deep Learning Approaches. Ing Rech Biomed 2024;45:100866. [DOI: 10.1016/j.irbm.2024.100866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
6
Ullah A, Zhang F, Song Z, Wang Y, Zhao S, Riaz W, Li G. Surface Electromyography-Based Recognition of Electronic Taste Sensations. BIOSENSORS 2024;14:396. [PMID: 39194625 DOI: 10.3390/bios14080396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 08/02/2024] [Accepted: 08/08/2024] [Indexed: 08/29/2024]
7
Gallón VM, Vélez SM, Ramírez J, Bolaños F. Comparison of machine learning algorithms and feature extraction techniques for the automatic detection of surface EMG activation timing. Biomed Signal Process Control 2024;94:106266. [DOI: 10.1016/j.bspc.2024.106266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
8
Clancy CE, Santana LF. Advances in induced pluripotent stem cell-derived cardiac myocytes: technological breakthroughs, key discoveries and new applications. J Physiol 2024;602:3871-3892. [PMID: 39032073 PMCID: PMC11326976 DOI: 10.1113/jp282562] [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: 02/21/2024] [Accepted: 07/02/2024] [Indexed: 07/22/2024]  Open
9
Vinothini S, Punitha N, Karthick PA, Ramakrishnan S. Cyclostationary analysis of uterine EMG measurements for the prediction of preterm birth. Biomed Eng Lett 2024;14:727-736. [PMID: 38946820 PMCID: PMC11208349 DOI: 10.1007/s13534-024-00367-2] [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: 12/09/2023] [Revised: 02/07/2024] [Accepted: 02/22/2024] [Indexed: 07/02/2024]  Open
10
Venugopal G, Sasidharan D, Swaminathan R. Analysis of induced dynamic biceps EMG signal complexity using Markov transition networks. Biomed Eng Lett 2024;14:765-774. [PMID: 38946822 PMCID: PMC11208393 DOI: 10.1007/s13534-024-00372-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 02/15/2024] [Accepted: 03/04/2024] [Indexed: 07/02/2024]  Open
11
Peng B, Zhang H, Li X, Zheng Y, Li G. A Spatial Feature Extraction Method for Enhancing Upper Limb Motion Intent Prediction in EMG-PR System. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024;2024:1-4. [PMID: 40040108 DOI: 10.1109/embc53108.2024.10782222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
12
Zhang W, Bai Z, Yan P, Liu H, Shao L. Recognition of Human Lower Limb Motion and Muscle Fatigue Status Using a Wearable FES-sEMG System. SENSORS (BASEL, SWITZERLAND) 2024;24:2377. [PMID: 38610589 PMCID: PMC11014134 DOI: 10.3390/s24072377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 03/30/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024]
13
Ma S, Zhang J, Shi C, Di P, Robertson ID, Zhang ZQ. Physics-Informed Deep Learning for Muscle Force Prediction With Unlabeled sEMG Signals. IEEE Trans Neural Syst Rehabil Eng 2024;32:1246-1256. [PMID: 38466606 DOI: 10.1109/tnsre.2024.3375320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
14
Hu B, Wang Y, Mu J. A new fractional fuzzy dispersion entropy and its application in muscle fatigue detection. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2024;21:144-169. [PMID: 38303417 DOI: 10.3934/mbe.2024007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
15
Zhao H, Zhang X, Chen M, Zhou P. Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off. IEEE Trans Biomed Eng 2024;71:160-170. [PMID: 37432836 DOI: 10.1109/tbme.2023.3294016] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023]
16
Su JM, Chang JH, Indrayani NLD, Wang CJ. Machine learning approach to determine the decision rules in ergonomic assessment of working posture in sewing machine operators. JOURNAL OF SAFETY RESEARCH 2023;87:15-26. [PMID: 38081690 DOI: 10.1016/j.jsr.2023.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 04/10/2023] [Accepted: 08/10/2023] [Indexed: 12/18/2023]
17
Otálora S, Segatto MEV, Monteiro ME, Múnera M, Díaz CAR, Cifuentes CA. Data-Driven Approach for Upper Limb Fatigue Estimation Based on Wearable Sensors. SENSORS (BASEL, SWITZERLAND) 2023;23:9291. [PMID: 38005677 PMCID: PMC10674769 DOI: 10.3390/s23229291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/08/2023] [Accepted: 11/14/2023] [Indexed: 11/26/2023]
18
Karthick PA, Selvaraju V, Swaminathan R. Empirical Mode Decomposition Based Measures for Investigating the Progression of Pregnancy from Uterine 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: 38083708 DOI: 10.1109/embc40787.2023.10340089] [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]
19
Biondi FN, Graf F, Cort J. On the potential of pupil size as a metric of physical fatigue during a repeated handle push/pull task. APPLIED ERGONOMICS 2023;110:104025. [PMID: 37071948 DOI: 10.1016/j.apergo.2023.104025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 03/24/2023] [Accepted: 04/05/2023] [Indexed: 05/03/2023]
20
Bouteraa Y, Abdallah IB, Boukthir K. A New Wrist-Forearm Rehabilitation Protocol Integrating Human Biomechanics and SVM-Based Machine Learning for Muscle Fatigue Estimation. Bioengineering (Basel) 2023;10:bioengineering10020219. [PMID: 36829713 PMCID: PMC9952609 DOI: 10.3390/bioengineering10020219] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/01/2023] [Accepted: 02/03/2023] [Indexed: 02/10/2023]  Open
21
Hüpen P, Kumar H, Shymanskaya A, Swaminathan R, Habel U. Impulsivity Classification Using EEG Power and Explainable Machine Learning. Int J Neural Syst 2023;33:2350006. [PMID: 36632032 DOI: 10.1142/s0129065723500065] [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: 11/06/2022]
22
Wang Y, Lu C, Zhang M, Wu J, Tang Z. Research on the Recognition of Various Muscle Fatigue States in Resistance Strength Training. Healthcare (Basel) 2022;10:2292. [PMID: 36421616 PMCID: PMC9691149 DOI: 10.3390/healthcare10112292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/10/2022] [Accepted: 11/12/2022] [Indexed: 09/08/2024]  Open
23
Xue J, Sun Z, Duan F, Caiafa CF, Solé-Casals J. Underwater sEMG-based Recognition of Hand Gestures using Tensor Decomposition. Pattern Recognit Lett 2022. [DOI: 10.1016/j.patrec.2022.11.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
24
Wang L, Song X, Yang H, Wang C, Shao Q, Tao H, Qiao M, Niu W, Liu X. Are the antagonist muscle fatigued during a prolonged isometric fatiguing elbow flexion at very low forces for young adults? Front Physiol 2022;13:956639. [PMID: 36277214 PMCID: PMC9585301 DOI: 10.3389/fphys.2022.956639] [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: 05/30/2022] [Accepted: 08/29/2022] [Indexed: 11/13/2022]  Open
25
Sun J, Liu G, Sun Y, Lin K, Zhou Z, Cai J. Application of Surface Electromyography in Exercise Fatigue: A Review. Front Syst Neurosci 2022;16:893275. [PMID: 36032326 PMCID: PMC9406287 DOI: 10.3389/fnsys.2022.893275] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 06/07/2022] [Indexed: 11/13/2022]  Open
26
Ramakrishnan MS, Ganapathy N. Phenotypes based Classification of Blood-Brain-Barrier Drugs using Feature Selection Methods and Extreme Gradient Boosting. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022;2022:1346-1349. [PMID: 36085687 DOI: 10.1109/embc48229.2022.9871431] [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]
27
Beltran Martinez K, Nazarahari M, Rouhani H. K-score: A novel scoring system to quantify fatigue-related ergonomic risk based on joint angle measurements via wearable inertial measurement units. APPLIED ERGONOMICS 2022;102:103757. [PMID: 35378482 DOI: 10.1016/j.apergo.2022.103757] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 02/21/2022] [Accepted: 03/27/2022] [Indexed: 06/14/2023]
28
Mohanavelu K, Poonguzhali S, Janani A, Vinutha S. Machine learning-based approach for identifying mental workload of pilots. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
29
Binary Particle Swarm Optimization Intelligent Feature Optimization Algorithm-Based Magnetic Resonance Image in the Diagnosis of Adrenal Tumor. CONTRAST MEDIA & MOLECULAR IMAGING 2022;2022:5143757. [PMID: 35291422 PMCID: PMC8901308 DOI: 10.1155/2022/5143757] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 01/28/2022] [Accepted: 02/02/2022] [Indexed: 11/17/2022]
30
Li D, Chen C. Research on exercise fatigue estimation method of Pilates rehabilitation based on ECG and sEMG feature fusion. BMC Med Inform Decis Mak 2022;22:67. [PMID: 35303877 PMCID: PMC8932330 DOI: 10.1186/s12911-022-01808-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 03/11/2022] [Indexed: 11/15/2022]  Open
31
Qassim HM, Hasan WZW, Ramli HR, Harith HH, Mat LNI, Ismail LI. Proposed Fatigue Index for the Objective Detection of Muscle Fatigue Using Surface Electromyography and a Double-Step Binary Classifier. SENSORS 2022;22:s22051900. [PMID: 35271046 PMCID: PMC8914984 DOI: 10.3390/s22051900] [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: 01/25/2022] [Revised: 02/18/2022] [Accepted: 02/25/2022] [Indexed: 11/16/2022]
32
A Study on the Relationship between RPE and sEMG in Dynamic Contraction Based on the GPR Method. ELECTRONICS 2022. [DOI: 10.3390/electronics11050691] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
33
Davahli A, Shamsi M, Abaei G, Khosravi A. Empirical analyses of genetic algorithm and grey wolf optimiser to improve their efficiency with a new multi-objective weighted fitness function for feature selection in machine learning classification: the roadmap. J EXP THEOR ARTIF IN 2022. [DOI: 10.1080/0952813x.2021.1960627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
34
Mokri C, Bamdad M, Abolghasemi V. Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques. Med Biol Eng Comput 2022;60:683-699. [PMID: 35029815 PMCID: PMC8854337 DOI: 10.1007/s11517-021-02466-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 11/05/2021] [Indexed: 11/15/2022]

Graphical Abstract

  • Chiako Mokri
    • Corrective Exercise and Rehabilitation Laboratory, Faculty of Mechanical and Mechatronics Engineering, Shahrood University of Technology, Shahrood, Iran
  • Mahdi Bamdad
    • Corrective Exercise and Rehabilitation Laboratory, Faculty of Mechanical and Mechatronics Engineering, Shahrood University of Technology, Shahrood, Iran
  • Vahid Abolghasemi
    • School of Computer Science and Electronic Engineering, University of Essex, Colchester, CO4 3SQ, UK.
Collapse
35
Chan VCH, Ross GB, Clouthier AL, Fischer SL, Graham RB. The role of machine learning in the primary prevention of work-related musculoskeletal disorders: A scoping review. APPLIED ERGONOMICS 2022;98:103574. [PMID: 34547578 DOI: 10.1016/j.apergo.2021.103574] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 08/22/2021] [Accepted: 08/24/2021] [Indexed: 06/13/2023]
36
Bizzego A, Gabrieli G, Neoh MJY, Esposito G. Improving the Efficacy of Deep-Learning Models for Heart Beat Detection on Heterogeneous Datasets. Bioengineering (Basel) 2021;8:bioengineering8120193. [PMID: 34940346 PMCID: PMC8698903 DOI: 10.3390/bioengineering8120193] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/05/2021] [Accepted: 11/24/2021] [Indexed: 11/16/2022]  Open
37
Garro F, Chiappalone M, Buccelli S, De Michieli L, Semprini M. Neuromechanical Biomarkers for Robotic Neurorehabilitation. Front Neurorobot 2021;15:742163. [PMID: 34776920 PMCID: PMC8579108 DOI: 10.3389/fnbot.2021.742163] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 09/22/2021] [Indexed: 02/06/2023]  Open
38
Schulte RV, Prinsen EC, Hermens HJ, Buurke JH. Genetic Algorithm for Feature Selection in Lower Limb Pattern Recognition. Front Robot AI 2021;8:710806. [PMID: 34760930 PMCID: PMC8573095 DOI: 10.3389/frobt.2021.710806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 09/23/2021] [Indexed: 11/16/2022]  Open
39
Chen S, Xu K, Yao X, Ge J, Li L, Zhu S, Li Z. Information fusion and multi-classifier system for miner fatigue recognition in plateau environments based on electrocardiography and electromyography signals. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2021;211:106451. [PMID: 34644668 DOI: 10.1016/j.cmpb.2021.106451] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 09/28/2021] [Indexed: 06/13/2023]
40
Pinto-Bernal MJ, Cifuentes CA, Perdomo O, Rincón-Roncancio M, Múnera M. A Data-Driven Approach to Physical Fatigue Management Using Wearable Sensors to Classify Four Diagnostic Fatigue States. SENSORS (BASEL, SWITZERLAND) 2021;21:6401. [PMID: 34640722 PMCID: PMC8513020 DOI: 10.3390/s21196401] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 09/03/2021] [Accepted: 09/22/2021] [Indexed: 01/02/2023]
41
Duan L. EMPIRICAL ANALYSIS ON THE REDUCTION OF SPORTS INJURY BY FUNCTIONAL MOVEMENT SCREENING METHOD UNDER BIOLOGICAL IMAGE DATA. REV BRAS MED ESPORTE 2021. [DOI: 10.1590/1517-8692202127042021_0110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]  Open
42
Aguirre A, Pinto MJ, Cifuentes CA, Perdomo O, Díaz CAR, Múnera M. Machine Learning Approach for Fatigue Estimation in Sit-to-Stand Exercise. SENSORS (BASEL, SWITZERLAND) 2021;21:5006. [PMID: 34372241 PMCID: PMC8348066 DOI: 10.3390/s21155006] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/02/2021] [Accepted: 07/13/2021] [Indexed: 12/11/2022]
43
Wang Y, Wang H, Li H, Ullah A, Zhang M, Gao H, Hu R, Li G. Qualitative Recognition of Primary Taste Sensation Based on Surface Electromyography. SENSORS (BASEL, SWITZERLAND) 2021;21:4994. [PMID: 34372231 PMCID: PMC8348720 DOI: 10.3390/s21154994] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/09/2021] [Accepted: 07/11/2021] [Indexed: 11/18/2022]
44
K DB, P A K, S R. Automated detection of muscle fatigue conditions from cyclostationary based geometric features of surface electromyography signals. Comput Methods Biomech Biomed Engin 2021;25:320-332. [PMID: 34289775 DOI: 10.1080/10255842.2021.1955104] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
45
S. EJ, K. DB, P.A. K, S. R. Muscle fatigue analysis in isometric contractions using geometric features of surface electromyography signals. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102603] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
46
Automatic Detection of Atrial Fibrillation in ECG Using Co-Occurrence Patterns of Dynamic Symbol Assignment and Machine Learning. SENSORS 2021;21:s21103542. [PMID: 34069717 PMCID: PMC8161329 DOI: 10.3390/s21103542] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 05/04/2021] [Accepted: 05/07/2021] [Indexed: 11/20/2022]
47
Chen S, Xu K, Yao X, Zhu S, Zhang B, Zhou H, Guo X, Zhao B. Psychophysiological data-driven multi-feature information fusion and recognition of miner fatigue in high-altitude and cold areas. Comput Biol Med 2021;133:104413. [PMID: 33915363 DOI: 10.1016/j.compbiomed.2021.104413] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Revised: 04/14/2021] [Accepted: 04/15/2021] [Indexed: 12/11/2022]
48
Goubault E, Verdugo F, Pelletier J, Traube C, Begon M, Dal Maso F. Exhausting repetitive piano tasks lead to local forearm manifestation of muscle fatigue and negatively affect musical parameters. Sci Rep 2021;11:8117. [PMID: 33854088 PMCID: PMC8047012 DOI: 10.1038/s41598-021-87403-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 03/23/2021] [Indexed: 02/02/2023]  Open
49
Bizzego A, Gabrieli G, Esposito G. Deep Neural Networks and Transfer Learning on a Multivariate Physiological Signal Dataset. Bioengineering (Basel) 2021;8:35. [PMID: 33800842 PMCID: PMC8058952 DOI: 10.3390/bioengineering8030035] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 02/25/2021] [Accepted: 03/03/2021] [Indexed: 11/16/2022]  Open
50
Alakus TB, Turkoglu I. Comparison of deep learning approaches to predict COVID-19 infection. CHAOS, SOLITONS, AND FRACTALS 2020;140:110120. [PMID: 33519109 PMCID: PMC7833512 DOI: 10.1016/j.chaos.2020.110120] [Citation(s) in RCA: 117] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 07/10/2020] [Indexed: 05/05/2023]
PrevPage 1 of 2 12Next
© 2004-2025 Baishideng Publishing Group Inc. All rights reserved. 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA