Library Subscription: Guest
Critical Reviews™ in Biomedical Engineering

Published 6 issues per year

ISSN Print: 0278-940X

ISSN Online: 1943-619X

SJR: 0.262 SNIP: 0.372 CiteScore™:: 2.2 H-Index: 56

Indexed in

Advances in Surface EMG: Recent Progress in Clinical Research Applications

Volume 38, Issue 4, 2010, pp. 347-379
DOI: 10.1615/CritRevBiomedEng.v38.i4.20
Get accessGet access

ABSTRACT

This article is the second part of a larger review work that has been structured in three parts. The three parts concern a) advances in surface EMG detection and processing techniques, b) recent progress in surface EMG clinical research applications, and c) myoelectric control in neurorehabilitation. This second part concerns state of the art applications of surface EMG techniques to a) the external anal sphincter in relation to episiotomy and incontinence; b) the assessment of postural control mechanisms; c) exercise physiology, electrical stimulation and muscle cramps; and d) ergonomics and work-related neuromuscular disorders. The material is presented with an effort to fill gaps left by previous reviews and identify areas open for future research.

CITED BY
  1. Gallina Alessio, Merletti Roberto, Gazzoni Marco, Uneven spatial distribution of surface EMG: what does it mean?, European Journal of Applied Physiology, 113, 4, 2013. Crossref

  2. Rojas-Martínez M., Mañanas M.A., Alonso J.F., Merletti R., Identification of isometric contractions based on High Density EMG maps, Journal of Electromyography and Kinesiology, 23, 1, 2013. Crossref

  3. Minetto Marco A., Botter Alberto, Šprager Sebastjan, Agosti Fiorenza, Patrizi Alessandra, Lanfranco Fabio, Sartorio Alessandro, Feasibility study of detecting surface electromyograms in severely obese patients, Journal of Electromyography and Kinesiology, 23, 2, 2013. Crossref

  4. Martin-Martin Jaime, Cuesta-Vargas Antonio I, A biomechanical study of spherical grip, SpringerPlus, 2, 1, 2013. Crossref

  5. Dick F. Stegeman, Bert U. Kleine, Bernd G. Lapatki, Johannes P. Van Dijk, High-density Surface EMG: Techniques and Applications at a Motor Unit Level, Biocybernetics and Biomedical Engineering, 32, 3, 2012. Crossref

  6. Herda Trent J, Zuniga Jorge M, Ryan Eric D, Camic Clayton L., Bergstrom Haley C, Smith Doug B, Weir Joseph P, Cramer Joel T, Housh Terry J, Quantifying the effects of electrode distance from the innervation zone on the electromyographic amplitude versus torque relationships, Physiological Measurement, 34, 3, 2013. Crossref

  7. Beretta Piccoli Matteo, Rainoldi Alberto, Heitz Carolin, Wüthrich Marianne, Boccia Gennaro, Tomasoni Enrico, Spirolazzi Carlo, Egloff Michele, Barbero Marco, Innervation zone locations in 43 superficial muscles: Toward a standardization of electrode positioning, Muscle & Nerve, 49, 3, 2014. Crossref

  8. Rojas-Martínez Monica, Mañanas Miguel A, Alonso Joan F, High-density surface EMG maps from upper-arm and forearm muscles, Journal of NeuroEngineering and Rehabilitation, 9, 1, 2012. Crossref

  9. Piervirgili G, Petracca F, Merletti R, A new method to assess skin treatments for lowering the impedance and noise of individual gelled Ag–AgCl electrodes, Physiological Measurement, 35, 10, 2014. Crossref

  10. Martin-Martin Jaime, Cuesta-Vargas Antonio I., A kinematic and electromyographic study of grip in extension in a clinical setting, Disability and Rehabilitation: Assistive Technology, 11, 3, 2016. Crossref

  11. Muri Fabricio, Carbajal Celina, Echenique Ana M, Fernández Hugo, López Natalia M, Virtual reality upper limb model controlled by EMG signals, Journal of Physics: Conference Series, 477, 2013. Crossref

  12. Ravindra Vikram, Castellini Claudio, A Comparative Analysis of Three Non-Invasive Human-Machine Interfaces for the Disabled, Frontiers in Neurorobotics, 8, 2014. Crossref

  13. Mesin Luca, Real time estimation of generation, extinction and flow of muscle fibre action potentials in high density surface EMG, Computers in Biology and Medicine, 57, 2015. Crossref

  14. Mesin Luca, Real time identification of active regions in muscles from high density surface electromyogram, Computers in Biology and Medicine, 56, 2015. Crossref

  15. Cescon Corrado, Raimondi Eleonora Ester, Začesta Vita, Drusany-Starič Kristina, Martsidis Konstantinos, Merletti R., Characterization of the motor units of the external anal sphincter in pregnant women with multichannel surface EMG, International Urogynecology Journal, 25, 8, 2014. Crossref

  16. Glaser Vojko, Holobar Ales, Zazula Damjan, Real-Time Motor Unit Identification From High-Density Surface EMG, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 21, 6, 2013. Crossref

  17. Castellini Claudio, Arquer Albert, Artigas Jordi, sEMG-based estimation of human stiffness: Towards impedance-controlled rehabilitation, 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014. Crossref

  18. Castellini Claudio, Ravindra Vikram, A wearable low-cost device based upon Force-Sensing Resistors to detect single-finger forces, 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014. Crossref

  19. Ahamed Nizam Uddin, Sundaraj Kenneth, Ahmad R. Badlishah, Matiur Rahaman S.A.M, Islam Md. Anamul, Ali Md. Asraf, Variability in surface electromyography of right arm biceps brachii muscles between male adolescent, vicenarian and tricenarian with distinct electrode placement, 2012 IEEE Conference on Sustainable Utilization and Development in Engineering and Technology (STUDENT), 2012. Crossref

  20. Koiva Risto, Hilsenbeck Barbara, Castellini Claudio, Evaluating subsampling strategies for sEMG-based prediction of voluntary muscle contractions, 2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR), 2013. Crossref

  21. Swinnen Eva, Baeyens Jean-Pierre, Meeusen Romain, Kerckhofs Eric, Methodology of electromyographic analysis of the trunk muscles during walking in healthy subjects: A literature review, Journal of Electromyography and Kinesiology, 22, 1, 2012. Crossref

  22. Tommasi Tatiana, Orabona Francesco, Castellini Claudio, Caputo Barbara, Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, IEEE Transactions on Robotics, 29, 1, 2013. Crossref

  23. Bonfiglioli Roberta, Botter Alberto, Calabrese Monica, Mussoni Patrizia, Violante Francesco S., Merletti Roberto, Surface electromyography features in manual workers affected by carpal tunnel syndrome, Muscle & Nerve, 45, 6, 2012. Crossref

  24. Bin Yu , Mingxing Zhu , Lisheng Xu , Guanglin Li , A pilot study of high-density electromyographic maps of muscle activity in normal deglutition, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013. Crossref

  25. Castellini Claudio, Koiva Risto, Using surface electromyography to predict single finger forces, 2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob), 2012. Crossref

  26. Nissler Christian, Mouriki Nikoleta, Castellini Claudio, Optical Myography: Detecting Finger Movements by Looking at the Forearm, Frontiers in Neurorobotics, 10, 2016. Crossref

  27. Merletti R., Botter A., Barone U., Detection and Conditioning of Surface EMG Signals, in Surface Electromyography : Physiology, Engineering, and Applications, 2016. Crossref

  28. Connan Mathilde, Ruiz Ramírez Eduardo, Vodermayer Bernhard, Castellini Claudio, Assessment of a Wearable Force- and Electromyography Device and Comparison of the Related Signals for Myocontrol, Frontiers in Neurorobotics, 10, 2016. Crossref

  29. Cattarello Paolo, Merletti Roberto, Characterization of dry and wet Electrode-Skin interfaces on different skin treatments for HDsEMG, 2016 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2016. Crossref

  30. Zhu Mingxing, Yang Wanzhang, Samuel Oluwarotimi Williams, Xiang Yun, Huang Jianping, Zou Haiqing, Li Guanglin, A preliminary evaluation of myoelectrical energy distribution of the front neck muscles in pharyngeal phase during normal swallowing, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016. Crossref

  31. Botter Alberto, Vieira Taian M., Filtered Virtual Reference: A New Method for the Reduction of Power Line Interference With Minimal Distortion of Monopolar Surface EMG, IEEE Transactions on Biomedical Engineering, 62, 11, 2015. Crossref

  32. Dymarek Robert, Taradaj Jakub, Rosińczuk Joanna, The Effect of Radial Extracorporeal Shock Wave Stimulation on Upper Limb Spasticity in Chronic Stroke Patients: A Single–Blind, Randomized, Placebo-Controlled Study, Ultrasound in Medicine & Biology, 42, 8, 2016. Crossref

  33. Lu Zhiyuan, Chen Xiang, Zhang Xu, Tong Kay-Yu, Zhou Ping, Real-Time Control of an Exoskeleton Hand Robot with Myoelectric Pattern Recognition, International Journal of Neural Systems, 27, 05, 2017. Crossref

  34. Vieira T. M., Farina D., Loram I. D., EMG and Posture in Its Narrowest Sense, in Surface Electromyography : Physiology, Engineering, and Applications, 2016. Crossref

  35. Castellini Claudio, Bongers Raoul M., Nowak Markus, van der Sluis Corry K., Upper-Limb Prosthetic Myocontrol: Two Recommendations, Frontiers in Neuroscience, 9, 2016. Crossref

  36. Nowak Markus, Aretz Beatrice, Castellini Claudio, Wrist and grasp myocontrol: Online validation in a goal-reaching task, 2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2016. Crossref

  37. Patel Gauravkumar K., Nowak Markus, Castellini Claudio, Exploiting Knowledge Composition to Improve Real-Life Hand Prosthetic Control, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 25, 7, 2017. Crossref

  38. Ries Lilian Gerdi Kittel, Graciosa Maylli Daiani, Soares Licerry Palma, Sperandio Fabiana Flores, Santos Gilmar Moraes, Degan Viviane Veroni, Gadotti Inaê Caroline, Efeito do tempo de contração e repouso na atividade dos músculos masseter e temporal anterior em indivíduos com DTM, CoDAS, 28, 2, 2016. Crossref

  39. Zhu Mingxing, Liang Faya, Samuel Oluwarotimi Williams, Chen Shixiong, Yang Wanzhang, Lu Lin, Zou Haiqing, Li Peng, Li Guanglin, A pilot study on the evaluation of normal phonating function based on high-density sEMG topographic maps, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Crossref

  40. Merletti Roberto, Holobar Aleš, Farina Dario, Mathematical Techniques for Noninvasive Muscle Signal Analysis and Interpretation, in Encyclopedia of Biomedical Engineering, 2019. Crossref

  41. Marco Gazzoni, Alberto Botter, Taian Vieira, Surface EMG and muscle fatigue: multi-channel approaches to the study of myoelectric manifestations of muscle fatigue, Physiological Measurement, 38, 5, 2017. Crossref

  42. Merletti Roberto, Farina Dario, Holobar AleŠ, Surface Electromyography (sEMG), in Wiley Encyclopedia of Electrical and Electronics Engineering, 2018. Crossref

  43. Yang Dapeng, Gu Yikun, Thakor Nitish V., Liu Hong, Improving the functionality, robustness, and adaptability of myoelectric control for dexterous motion restoration, Experimental Brain Research, 237, 2, 2019. Crossref

  44. Barbero Marco, Merletti Roberto, Rainoldi Alberto, Applications of sEMG in Dynamic Conditions, Ergonomics, Sports, and Obstetrics, in Atlas of Muscle Innervation Zones, 2012. Crossref

  45. Vieira Taian Martins, Interpretation of Surface Electromyograms: The Spatial Localisation of Muscle Activity, in Converging Clinical and Engineering Research on Neurorehabilitation III, 21, 2019. Crossref

  46. Barbero Marco, Merletti Roberto, Rainoldi Alberto, Features of the Two-Dimensional sEMG Signal: EMG Feature Imaging, in Atlas of Muscle Innervation Zones, 2012. Crossref

  47. Cerone Giacinto Luigi, Gazzoni Marco, Wearable and Wireless HD-sEMG Acquisition Systems: Recent Advances, in Converging Clinical and Engineering Research on Neurorehabilitation III, 21, 2019. Crossref

  48. Botter A., Beltrandi M., Cerone G.L., Gazzoni M., Vieira T.M.M., Development and testing of acoustically-matched hydrogel-based electrodes for simultaneous EMG-ultrasound detection, Medical Engineering & Physics, 64, 2019. Crossref

  49. Tanzarella Simone, Muceli Silvia, Del Vecchio Alessandro, Casolo Andrea, Farina Dario, A high-density surface EMG framework for the study of motor neurons controlling the intrinsic and extrinsic muscles of the hand, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019. Crossref

  50. Guidotti Dario, Leofante Francesco, Castellini Claudio, Tacchella Armando, Repairing Learned Controllers with Convex Optimization: A Case Study, in Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 11494, 2019. Crossref

  51. Uemoto Luciana, Antonio C. Garcia Marco, Vinicius D. Gouvêa Cresus, V. Vilella Oswaldo, A. Alfaya Thays, Laser therapy and needling in myofascial trigger point deactivation, Journal of Oral Science, 55, 2, 2013. Crossref

  52. Castellini Claudio, Design Principles of a Light, Wearable Upper Limb Interface for Prosthetics and Teleoperation, in Wearable Robotics, 2020. Crossref

  53. Castellini Claudio, Upper Limb Active Prosthetic systems—Overview, in Wearable Robotics, 2020. Crossref

  54. Cerone Giacinto Luigi, Botter Alberto, Gazzoni Marco, A Modular, Smart, and Wearable System for High Density sEMG Detection, IEEE Transactions on Biomedical Engineering, 66, 12, 2019. Crossref

  55. Meattini Roberto, Nowak Markus, Melchiorri Claudio, Castellini Claudio, Automated Instability Detection for Interactive Myocontrol of Prosthetic Hands, Frontiers in Neurorobotics, 13, 2019. Crossref

  56. Castellini Claudio, Incremental Learning of Muscle Synergies: From Calibration to Interaction, in Human and Robot Hands, 2016. Crossref

  57. Nowak Markus, Eiband Thomas, Ramírez Eduardo Ruiz, Castellini Claudio, Action interference in simultaneous and proportional myocontrol: comparing force- and electromyography, Journal of Neural Engineering, 17, 2, 2020. Crossref

  58. Merletti R., Cerone G.L., Tutorial. Surface EMG detection, conditioning and pre-processing: Best practices, Journal of Electromyography and Kinesiology, 54, 2020. Crossref

  59. Gigli Andrea, Gijsberts Arjan, Castellini Claudio, The Merits of Dynamic Data Acquisition for Realistic Myocontrol, Frontiers in Bioengineering and Biotechnology, 8, 2020. Crossref

  60. Connan Mathilde, Kõiva Risto, Castellini Claudio, Online Natural Myocontrol of Combined Hand and Wrist Actions Using Tactile Myography and the Biomechanics of Grasping, Frontiers in Neurorobotics, 14, 2020. Crossref

  61. Hao Zengming, Xie Lin, Wang Jian, Hou Zhenhai, Ablin Jacob, Spatial Distribution and Asymmetry of Surface Electromyography on Lumbar Muscles of Soldiers with Chronic Low Back Pain, Pain Research and Management, 2020, 2020. Crossref

  62. Cerone Giacinto Luigi, Gazzoni Marco, A wireless, minaturized multi-channel sEMG acquisition system for use in dynamic tasks, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2017. Crossref

  63. Rohlén Robin, Stålberg Erik, Grönlund Christer, Identification of single motor units in skeletal muscle under low force isometric voluntary contractions using ultrafast ultrasound, Scientific Reports, 10, 1, 2020. Crossref

  64. Cappellini Germana, Sylos-Labini Francesca, Assenza Carla, Libernini Laura, Morelli Daniela, Lacquaniti Francesco, Ivanenko Yury, Clinical Relevance of State-of-the-Art Analysis of Surface Electromyography in Cerebral Palsy, Frontiers in Neurology, 11, 2020. Crossref

  65. Cerone Giacinto Luigi, Botter Alberto, Vieira Taian, Gazzoni Marco, Design and Characterization of a Textile Electrode System for the Detection of High-Density sEMG, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 2021. Crossref

  66. Del Vecchio Alessandro, Castellini Claudio, Beckerle Philipp, Peripheral Neuroergonomics – An Elegant Way to Improve Human-Robot Interaction?, Frontiers in Neurorobotics, 15, 2021. Crossref

  67. Palumbo Arrigo, Vizza Patrizia, Calabrese Barbara, Ielpo Nicola, Biopotential Signal Monitoring Systems in Rehabilitation: A Review, Sensors, 21, 21, 2021. Crossref

  68. Guo Weichao, Lv Pengyu, Sheng Xinjun, Zhu Xiangyang, Development of A Hybrid Mini-Grid sEMG, NIRS and MMG Sensor System for Human-Machine Interaction, 2021 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP), 2021. Crossref

  69. Meattini Roberto, Nowak Markus, Melchiorri Claudio, Castellini Claudio, Towards Improving Myocontrol of Prosthetic Hands: A Study on Automated Instability Detection, 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids), 2018. Crossref

  70. Castellini Claudio, Peripheral Nervous System Interfaces: Invasive or Non-invasive?, Frontiers in Neurorobotics, 16, 2022. Crossref

  71. Rohlén Robin, Yu Jun, Grönlund Christer, Comparison of decomposition algorithms for identification of single motor units in ultrafast ultrasound image sequences of low force voluntary skeletal muscle contractions, BMC Research Notes, 15, 1, 2022. Crossref

  72. Guidotti Dario, Leofante Francesco, Tacchella Armando, Castellini Claudio, Improving Reliability of Myocontrol Using Formal Verification, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 27, 4, 2019. Crossref

  73. Yu Binbin, Zhang Xintong, Cheng Yihui, Liu Lingling, YanJiang , Wang Jiayue, Lu Xiao, Jia Xi-Ze, The Effects of the Biceps Brachii and Brachioradialis on Elbow Flexor Muscle Strength and Spasticity in Stroke Patients, Neural Plasticity, 2022, 2022. Crossref

  74. Wang Daolong, Zhao Meng, Liu Shoushan, Research on Electric Stimulation System from the Angle of Control Mode, 2022 2nd International Conference on Bioinformatics and Intelligent Computing, 2022. Crossref

  75. Carbonaro Marco, Meiburger Kristen M., Seoni Silvia, Hodson-Tole Emma F., Vieira Taian, Botter Alberto, Physical and electrophysiological motor unit characteristics are revealed with simultaneous high-density electromyography and ultrafast ultrasound imaging, Scientific Reports, 12, 1, 2022. Crossref

  76. Zhu Mingxing, Lu Lin, Yang Zijian, Wang Xin, Liu Zhenzhen, Wei Wenhao, Chen Fei, Li Peng, Chen Shixiong, Li Guanglin, Contraction Patterns of Neck Muscles during Phonating by High-Density Surface Electromyography, 2018 IEEE International Conference on Cyborg and Bionic Systems (CBS), 2018. Crossref

  77. Li Lin, Ke Yuwei, Zhang Tie, Zhao Jun, Huang Zequan, A Human Defecation Prediction Method Based on Multi-Domain Features and Improved Support Vector Machine, Symmetry, 14, 9, 2022. Crossref

Begell Digital Portal Begell Digital Library eBooks Journals References & Proceedings Research Collections Prices and Subscription Policies Begell House Contact Us Language English 中文 Русский Português German French Spain