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<div class="editorbox">'''Original Editor '''- [[User:Ahmet Kocyigit|Ahmet Kocyigit]]
'''Original Editor '''- [[User:Ahmet Kocyigit|Ahmet Kocyigit]]


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'''Top Contributors''' - {{Special:Contributors/{{FULLPAGENAME}}}}   
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== Introduction ==
== Introduction ==
Electromyography is one of the many [[Electrodiagnosis|electrodiagnostic tests]] conducted to study the electrical functions of the human body. <ref>Electromyography: MedlinePlus Medical Encyclopedia [Internet]. [cited 2022 Nov 27]. Available from: https://medlineplus.gov/ency/article/003929.htm</ref> While there are many different types of sensors and protocols for EMG (Electromyography), it can be described as both a neurological and a musculoskeletal test that is targeted to the peripheral nervous system pathway.  
[[Electrodiagnosis]] is a technique which uses electrical means to understand bioelectric signals that emanate from nerves and muscles of our body and is helps diagnose neuromuscular disorders.<ref>Kiene J, Hiett A. Physiological Principles Underlying Electrodiagnosis and Neurophysiologic Testing.</ref> Various electrodiagnostic tests consist of Nerve Conduction Studies, Electromyography, Late responses, Repetitive Nerve Stimulation Studies, Somatosensory Evoked Potentials  etc.  


{{#ev:youtube|xdKwSymCpws}}
Various electrodiagnostic protocols are employed while testing a patient and these are usually a combination of the above-mentioned tests. It is imperative to perform these studies as per the protocols and guidelines that are being published from time to time 


== Definition ==
{{#ev:youtube|xdKwSymCpws}}<ref>HattiesburgClinic. What to expect: EMG/Nerve Conduction Study. Available from: https://www.youtube.com/watch?v=xdKwSymCpws [accessed 20/4/2024]</ref>
Electromyography is a process in which the electrical signals of the [[Muscle|muscles]] are captured via an electrode. EMG tests can provide data about the impulses from the nerves responsible for contraction and the reactions of the muscle fibers to the said impulses. <ref>Chernecky CC, Berger BJ. [https://www.elsevier.com/books/laboratory-tests-and-diagnostic-procedures/chernecky/978-1-4557-0694-5 Laboratory Tests and Diagnostic Procedures.] Elsevier Health Sciences; 2012. 1235 p.</ref> Depending on the device used, the resulting raw data can be exported as a graph called an electromyograph, therefore in some cases giving the name electromyography to the original test.


==== Nerve Conduction Studies (Electromyelogram) ====
== Electromyography ==
EMG tests are generally followed by an electromyelogram otherwise called NCSs (Nerve Conduction Studies). Being a more active testing approach than EMG, NCSs include electrical inputs to observe the reaction of the nerves more specifically. Parameters such as action potential, latency, amplitude and conduction velocity are observed with EMG after an artificial electrical signal is administered. Data gathered from an NCS can be used to determine the type and extent of damage to a nerve. <ref>Silver J. Chapter 1 - What is an EMG? In: Weiss L, Silver J, Weiss J, editors. Easy EMG [Internet]. Edinburgh: Butterworth-Heinemann; 2004 [cited 2022 Nov 28]. p. 1–4. Available from: https://www.sciencedirect.com/science/article/pii/B9780750674317500063</ref>
Electromyography is a process in which the electrical signals of the [[Muscle|muscles]] are captured via an electrode. Electrical signals from the muscles represent anatomical and physiological properties of the muscle, produced during muscle contraction in a normal muscle and even at rest in an abnormal muscle and are controlled by the nervous system<ref>Chowdhury RH, Reaz MB, Ali MA, Bakar AA, Chellappan K, Chang TG. Surface electromyography signal processing and classification techniques. Sensors. 2013 Sep;13(9):12431-66.</ref>. EMG tests can provide data about the impulses from the nerves responsible for contraction and the reactions of the muscle fibres to the said impulses. <ref>Chowdhury RH, Reaz MB, Ali MA, Bakar AA, Chellappan K, Chang TG. Surface electromyography signal processing and classification techniques. Sensors. 2013 Sep;13(9):12431-66.</ref> Depending on the device used, the resulting raw data can be exported as a graph called an electromyograph, therefore in some cases giving the name electromyography to the original test.


== Clinical Physiology ==
Electromyography can be used
In an electromyograph, a value called "Motor Unit Potential" (MUP) is observed for the target muscle. These are the electrical potential created by the muscle to execute a voluntary contraction. Inferences are then made from these MUPs depending on the frequency, amplitude and time taken to generate the contraction.


EMG uses the electrophysiological properties of muscles to allow the differentiation of myopathy from neuropathy and can help determine the type and progression of these conditions, which may include; <ref>Fournier E, Tabti N. Chapter 16 - Clinical electrophysiology of muscle diseases and episodic muscle disorders. In: Levin KH, Chauvel P, editors. Handbook of Clinical Neurology [Internet]. Elsevier; 2019 [cited 2022 Nov 28]. p. 269–80. (Clinical Neurophysiology: Diseases and Disorders; vol. 161). Available from: https://www.sciencedirect.com/science/article/pii/B9780444641427000539</ref>
* For Research purpose
* For Clinical diagnostic procedure


* [[Muscular Dystrophy|Muscular Dystrophies]]
Electromyography (EMG) is one of the many [[Electrodiagnosis|electrodiagnostic tests]] conducted to study the electrical activity within a muscle that helps in understanding the pathology of a neuromuscular disorder. <ref>Electromyography: MedlinePlus Medical Encyclopedia [Internet]. [cited 2022 Nov 27]. Available from: https://medlineplus.gov/ency/article/003929.htm</ref> EMG gives  easy access to understand physiological processes related to muscle movement, force generation by a muscle and many such muscle functions. Hence EMG provides many important information regarding muscle state and function. As a result of this EMG studies can be abused easily.<ref>De Luca CJ. The use of surface electromyography in biomechanics. Journal of applied biomechanics. 1997 May 1;13(2):135-63.</ref>Electromyography involves testing  a muscle using various types of electrodes depending upon the protocol to be employed for that particular condition.
* Pathologies affecting the nerve or the muscle
* [[Myasthenia Gravis]]
* [[Carpal Tunnel Syndrome]] and other types of peripheral nerve damage/obstruction


== Types of EMG ==
==== Uses of EMG ====
It is helps diagnose the exact location, extent, and severity of a nerve lesion, status and level of nerve regeneration. It  is also helpful in diagnosing various inflammatory and non-inflammatory nerve pathology  like myopathies and dystrophies etc. Hence it can be described as both a neurological and a musculoskeletal test that is targeted to the peripheral nervous system pathway.
 
Clinical EMG studies are used to diagnose various conditions like
 
* Entrapment Syndromes - Carpal Tunnel Syndrome, Thoracic Outlet Syndrome, Tarsal Tunnel Syndrome etc
* Radiculopathy
* Neuropathies
* Myopathies
* Site, extent, severity of Peripheral nerve injuries
* Anterior Horn Cell lesions
 
==== Techniques of performing EMG studies ====
EMG studies can be done by using
 
* Surface Electrodes
* Needle Electrodes
 
==== Surface EMG (sEMG) ====
Surface electrodes are noninvasive electrodes which are placed over the muscles  to record myoelectric signals. Surface measurements of muscle activity are generally reserved for research purposes. Using an adhesive electrode on the skin over the targeted area enables an easier test. However, a singular superficial electrode measurement picks up signals from multiple muscle fibres and all the tissue in between, compromising signal integrity thus making it non-viable for diagnostic uses. <ref name=":0">Felici F, Del Vecchio A. Surface electromyography: what limits its use in exercise and sport physiology?. Frontiers in neurology. 2020 Nov 6;11:578504.</ref>
 
{{#ev:youtube|KmnMOWwAi8w}}<ref>Ungar-Sargon J. Behind The Scenes: EMG Test. Available from: https://www.youtube.com/watch?v=KmnMOWwAi8w [accessed 24/4/2024]</ref>


==== Needle EMG ====
==== Needle EMG ====
The electrode is placed within the tip of a needle, which is inserted into the target muscle and can be relocated as necessary. Needle EMG is the preferred method for diagnostic purposes due to being more targeted and reliable than a surface electrode. Although the process is considered safe, the potential risks of pain, bleeding, infection, and [[pneumothorax]] remain as a result of the needle being used. <ref>Rubin DI. Chapter 16 - Needle electromyography: Basic concepts. In: Levin KH, Chauvel P, editors. Handbook of Clinical Neurology [Internet]. Elsevier; 2019 [cited 2022 Nov 28]. p. 243–56. (Clinical Neurophysiology: Basis and Technical Aspects; vol. 160). Available from: https://www.sciencedirect.com/science/article/pii/B9780444640321000163</ref>
This technique involves inserting a needle electrode into the muscle which needs to be tested. The needle can be relocated to a different site in the same muscle or a different muscle as needed. Due to the proximity of the needle to the muscle surface, this is a more accurate and reliable method used for clinical diagnostic purposes. This needs rigorous training and certification before one can start performing this technique. Needle EMG is the preferred method for diagnostic purposes due to being more targeted and reliable than a surface electrode. Although the process is considered safe, the potential risks of pain, bleeding, infection, and [[pneumothorax]] remain as a result of the needle being used. <ref>Rubin DI. Needle electromyography: Basic concepts. Handbook of clinical neurology. 2019 Jan 1;160:243-56.</ref>


==== Surface EMG (sEMG) ====
==== Motor Unit and Motor Unit Action Potential ====
Surface measurements of muscle activity are generally reserved for research purposes. Using an adhesive electrode on the skin over the targeted area enables an easier test. However, a singular superficial electrode measurement picks up signals from multiple muscle fibers and all the tissue in between, compromising signal integrity thus making it non-viable for diagnostic uses. <ref name=":0">Felici F, Del Vecchio A. Surface Electromyography: What Limits Its Use in Exercise and Sport Physiology? Frontiers in Neurology [Internet]. 2020 [cited 2022 Nov 28];11. Available from: https://www.frontiersin.org/articles/10.3389/fneur.2020.578504</ref>
A motor unit comprises of a motor neuron, its axon and all the muscle fibres innervated by that axon (Burke and Edgerton, 1975)<ref>Clamann HP. Motor units and their activity during movement. InMotor Coordination 1981 (pp. 69-92). Boston, MA: Springer US.</ref> A motor unit is an anatomical and functional unit of the neuromuscular system. Electrical activity generated within a motor unit during a muscle contraction can be recorded and analyzed using surface or needle electrodes. This type of electrical activity generated within a muscle and recorded by electrodes is called Motor Unit Action Potential<ref>Rodríguez-Carreño I, Gila-Useros L, Malanda-Trigueros A. Motor unit action potential duration: measurement and significance. InAdvances in clinical neurophysiology 2012 Oct 17. IntechOpen.</ref>. These motor units are then analyzed for shape, duration, amplitude and frequency.
 
==== Stages of performing clinical EMG studies ====
Clinical EMG studies are usually performed using needle electrodes and can be performed and analyzed in three stages:
 
* Spontaneous Activity - Analyzing EMG activity while the muscle is at rest. Normally a relaxed muscle does not display any activity on the screen. But in a diseased muscle, electrical activities are produced even at rest called Spontaneous Activity and it is an abnormal finding. Different types of Spontaneous Activity are detected in different conditions and depending upon thepresence of a particular activity, a diagnosis is confirmed. Spontaneous Activity consists of
** Fibrillation Potentials
** Positive Sharp Waves
** Complex Repetitive Discharges
** Fasciculation Potentials
** Neuromyotonia
** Myokymia
** Cramps
* Voluntary Activity - Gentle contraction of a muscle is performed. This shows  Motor Unit Action Potentials which are analyzed for shape, amplitude, duration and frequency
* Interference Pattern - The patient is instructed to perform a strong isometric contraction which produces a dense pattern of overlapping MUAPs called Interference Pattern.
 
== Nerve Conduction Studies ==
The speed at which an impulse propagates across a peripheral nerve is called Nerve Conduction Velocity (NCV). This test is used to evaluate the nerve in clinical scenarios <ref>Walsh ME, Sloane LB, Fischer KE, Austad SN, Richardson A, Van Remmen H. Use of nerve conduction velocity to assess peripheral nerve health in aging mice. Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences. 2015 Nov 1;70(11):1312-9.</ref>. Nerve Conduction study (NCS) can be performed on any peripheral nerve by stimulating it giving an electrical stimulation over two sites - preferably superficial enough to be stimulated. The analysis is made for latency ( time elapsed between nerve stimulation and contraction of a muscle innervated), amplitude ( determines the physiologically intact axons in a nerve) and NCV value.  Data gathered from an NCS can be used to determine the type and extent of damage to a nerve. <ref>Needle EM. Leave Hassan Mostafa.https://www.sciencedirect.com/science/article/pii/B9780750674317500063</ref>


{{#ev:youtube|KmnMOWwAi8w}}
EMG and NCV studies go hand in hand to make the  conclusion regarding the physiological status of the neuromuscular system and confirm a diagnosis. Interpretation of these studies has to be correlated with the thorough clinical assessment to make a final diagnosis. It is imperative to have formulated differential diagnosis with a thorough evaluation and other laboratory investigations before performing EMG NCV tests.


== EMG in Rehabilitation ==
== EMG in Rehabilitation ==
Line 40: Line 73:


== EMG in Research ==
== EMG in Research ==
Electrophysiological properties of the human body are still a subject of vigorous study due to the intricacies and complexity of the nervous system as a whole. EMG has been proven to be an invaluable tool in collecting data and helped build some of the current concepts of the musculoskeletal system in the literature. As research progresses, combined use of EMG with other types of electrodiagnostic tools resulted in a vast array of studies to discover and evaluate new approaches for rehabilitation such as motor imagery and sensorial feedback. <ref>Brambilla C, Pirovano I, Mira RM, Rizzo G, Scano A, Mastropietro A. [https://pubmed.ncbi.nlm.nih.gov/34770320/ Combined Use of EMG and EEG Techniques for Neuromotor Assessment in Rehabilitative Applications: A Systematic Review.] Sensors (Basel). 2021 Oct 22;21(21):7014. </ref> Studies aiming to implement EMG into more specific areas such as activities of daily living have also been prevalent, especially with the progress of technological adaptations of EMG. <ref>Jarque-Bou NJ, Sancho-Bru JL, Vergara M. [https://pubmed.ncbi.nlm.nih.gov/33925928/ A Systematic Review of EMG Applications for the Characterization of Forearm and Hand Muscle Activity during Activities of Daily Living: Results, Challenges, and Open Issues.] Sensors (Basel). 2021 Apr 26;21(9):3035. </ref>
Electrophysiological properties of the human body are still a subject of vigorous study due to the intricacies and complexity of the nervous system as a whole. EMG has been proven to be an invaluable tool in collecting data and helped build some of the current concepts of the musculoskeletal system in the literature. As research progresses, combined use of EMG with other types of electrodiagnostic tools resulted in a vast array of studies to discover and evaluate new approaches for rehabilitation such as motor imagery and sensorial feedback. <ref>Brambilla C, Pirovano I, Mira RM, Rizzo G, Scano A, Mastropietro A. [https://pubmed.ncbi.nlm.nih.gov/34770320/ Combined Use of EMG and EEG Techniques for Neuromotor Assessment in Rehabilitative Applications: A Systematic Review.] Sensors (Basel). 2021 Oct 22;21(21):7014. </ref> Studies aiming to implement EMG in more specific areas such as activities of daily living have also been prevalent, especially with the progress of technological adaptations of EMG. <ref>Jarque-Bou NJ, Sancho-Bru JL, Vergara M. [https://pubmed.ncbi.nlm.nih.gov/33925928/ A Systematic Review of EMG Applications for the Characterization of Forearm and Hand Muscle Activity during Activities of Daily Living: Results, Challenges, and Open Issues.] Sensors (Basel). 2021 Apr 26;21(9):3035. </ref>


== Technological Research and Development ==
== Technological Research and Development ==

Revision as of 11:07, 20 April 2024

Original Editor - Ahmet Kocyigit

Top Contributors - Ahmet Kocyigit, Nehal Shah, Angeliki Chorti and Kim Jackson

Introduction[edit | edit source]

Electrodiagnosis is a technique which uses electrical means to understand bioelectric signals that emanate from nerves and muscles of our body and is helps diagnose neuromuscular disorders.[1] Various electrodiagnostic tests consist of Nerve Conduction Studies, Electromyography, Late responses, Repetitive Nerve Stimulation Studies, Somatosensory Evoked Potentials etc.

Various electrodiagnostic protocols are employed while testing a patient and these are usually a combination of the above-mentioned tests. It is imperative to perform these studies as per the protocols and guidelines that are being published from time to time

[2]

Electromyography[edit | edit source]

Electromyography is a process in which the electrical signals of the muscles are captured via an electrode. Electrical signals from the muscles represent anatomical and physiological properties of the muscle, produced during muscle contraction in a normal muscle and even at rest in an abnormal muscle and are controlled by the nervous system[3]. EMG tests can provide data about the impulses from the nerves responsible for contraction and the reactions of the muscle fibres to the said impulses. [4] Depending on the device used, the resulting raw data can be exported as a graph called an electromyograph, therefore in some cases giving the name electromyography to the original test.

Electromyography can be used

  • For Research purpose
  • For Clinical diagnostic procedure

Electromyography (EMG) is one of the many electrodiagnostic tests conducted to study the electrical activity within a muscle that helps in understanding the pathology of a neuromuscular disorder. [5] EMG gives easy access to understand physiological processes related to muscle movement, force generation by a muscle and many such muscle functions. Hence EMG provides many important information regarding muscle state and function. As a result of this EMG studies can be abused easily.[6]Electromyography involves testing a muscle using various types of electrodes depending upon the protocol to be employed for that particular condition.

Uses of EMG[edit | edit source]

It is helps diagnose the exact location, extent, and severity of a nerve lesion, status and level of nerve regeneration. It is also helpful in diagnosing various inflammatory and non-inflammatory nerve pathology like myopathies and dystrophies etc. Hence it can be described as both a neurological and a musculoskeletal test that is targeted to the peripheral nervous system pathway.

Clinical EMG studies are used to diagnose various conditions like

  • Entrapment Syndromes - Carpal Tunnel Syndrome, Thoracic Outlet Syndrome, Tarsal Tunnel Syndrome etc
  • Radiculopathy
  • Neuropathies
  • Myopathies
  • Site, extent, severity of Peripheral nerve injuries
  • Anterior Horn Cell lesions

Techniques of performing EMG studies[edit | edit source]

EMG studies can be done by using

  • Surface Electrodes
  • Needle Electrodes

Surface EMG (sEMG)[edit | edit source]

Surface electrodes are noninvasive electrodes which are placed over the muscles to record myoelectric signals. Surface measurements of muscle activity are generally reserved for research purposes. Using an adhesive electrode on the skin over the targeted area enables an easier test. However, a singular superficial electrode measurement picks up signals from multiple muscle fibres and all the tissue in between, compromising signal integrity thus making it non-viable for diagnostic uses. [7]

[8]

Needle EMG[edit | edit source]

This technique involves inserting a needle electrode into the muscle which needs to be tested. The needle can be relocated to a different site in the same muscle or a different muscle as needed. Due to the proximity of the needle to the muscle surface, this is a more accurate and reliable method used for clinical diagnostic purposes. This needs rigorous training and certification before one can start performing this technique. Needle EMG is the preferred method for diagnostic purposes due to being more targeted and reliable than a surface electrode. Although the process is considered safe, the potential risks of pain, bleeding, infection, and pneumothorax remain as a result of the needle being used. [9]

Motor Unit and Motor Unit Action Potential[edit | edit source]

A motor unit comprises of a motor neuron, its axon and all the muscle fibres innervated by that axon (Burke and Edgerton, 1975)[10] A motor unit is an anatomical and functional unit of the neuromuscular system. Electrical activity generated within a motor unit during a muscle contraction can be recorded and analyzed using surface or needle electrodes. This type of electrical activity generated within a muscle and recorded by electrodes is called Motor Unit Action Potential[11]. These motor units are then analyzed for shape, duration, amplitude and frequency.

Stages of performing clinical EMG studies[edit | edit source]

Clinical EMG studies are usually performed using needle electrodes and can be performed and analyzed in three stages:

  • Spontaneous Activity - Analyzing EMG activity while the muscle is at rest. Normally a relaxed muscle does not display any activity on the screen. But in a diseased muscle, electrical activities are produced even at rest called Spontaneous Activity and it is an abnormal finding. Different types of Spontaneous Activity are detected in different conditions and depending upon thepresence of a particular activity, a diagnosis is confirmed. Spontaneous Activity consists of
    • Fibrillation Potentials
    • Positive Sharp Waves
    • Complex Repetitive Discharges
    • Fasciculation Potentials
    • Neuromyotonia
    • Myokymia
    • Cramps
  • Voluntary Activity - Gentle contraction of a muscle is performed. This shows Motor Unit Action Potentials which are analyzed for shape, amplitude, duration and frequency
  • Interference Pattern - The patient is instructed to perform a strong isometric contraction which produces a dense pattern of overlapping MUAPs called Interference Pattern.

Nerve Conduction Studies[edit | edit source]

The speed at which an impulse propagates across a peripheral nerve is called Nerve Conduction Velocity (NCV). This test is used to evaluate the nerve in clinical scenarios [12]. Nerve Conduction study (NCS) can be performed on any peripheral nerve by stimulating it giving an electrical stimulation over two sites - preferably superficial enough to be stimulated. The analysis is made for latency ( time elapsed between nerve stimulation and contraction of a muscle innervated), amplitude ( determines the physiologically intact axons in a nerve) and NCV value. Data gathered from an NCS can be used to determine the type and extent of damage to a nerve. [13]

EMG and NCV studies go hand in hand to make the conclusion regarding the physiological status of the neuromuscular system and confirm a diagnosis. Interpretation of these studies has to be correlated with the thorough clinical assessment to make a final diagnosis. It is imperative to have formulated differential diagnosis with a thorough evaluation and other laboratory investigations before performing EMG NCV tests.

EMG in Rehabilitation[edit | edit source]

Electromyography has also found uses within certain fields of rehabilitation, biofeedback therapy being one of them. Conditioning of biological action is a proven concept. This approach has been successfully used with visual and auditory feedback in the past, and converting the outputs of an electromyograph into similar feedback had varying degrees of success in coordinating muscle movement for the muscles of the pelvic floor. [14] The same principle also showed promise for patients with recent knee surgeries although to a lesser extent. [15] Alternative uses for the surface variance of EMG have also been tested to find mixed results, one of them being the inspiratory muscles. [16]

EMG in Research[edit | edit source]

Electrophysiological properties of the human body are still a subject of vigorous study due to the intricacies and complexity of the nervous system as a whole. EMG has been proven to be an invaluable tool in collecting data and helped build some of the current concepts of the musculoskeletal system in the literature. As research progresses, combined use of EMG with other types of electrodiagnostic tools resulted in a vast array of studies to discover and evaluate new approaches for rehabilitation such as motor imagery and sensorial feedback. [17] Studies aiming to implement EMG in more specific areas such as activities of daily living have also been prevalent, especially with the progress of technological adaptations of EMG. [18]

Technological Research and Development[edit | edit source]

Thanks to the multidisciplinary research on the subject, EMG has not remained only to be a clinical testing device. From gait analysis [19] to wheelchairs using a human-machine interface with EMG sensors [20] this technology proved to be an exciting prospect. This potential also paved the way for sensor technology to become more accessible and less costly. [21]

SparkFun Electronics Muscle Sensor v3.jpeg

While it is impossible to refuse the fact that the problems of objectivity undoubtedly increased proportionally with the ease of access to these devices [7], it also allowed for many new areas and approaches to come to life in the field of rehabilitation, much like the 3d printing technology.

References[edit | edit source]

  1. Kiene J, Hiett A. Physiological Principles Underlying Electrodiagnosis and Neurophysiologic Testing.
  2. HattiesburgClinic. What to expect: EMG/Nerve Conduction Study. Available from: https://www.youtube.com/watch?v=xdKwSymCpws [accessed 20/4/2024]
  3. Chowdhury RH, Reaz MB, Ali MA, Bakar AA, Chellappan K, Chang TG. Surface electromyography signal processing and classification techniques. Sensors. 2013 Sep;13(9):12431-66.
  4. Chowdhury RH, Reaz MB, Ali MA, Bakar AA, Chellappan K, Chang TG. Surface electromyography signal processing and classification techniques. Sensors. 2013 Sep;13(9):12431-66.
  5. Electromyography: MedlinePlus Medical Encyclopedia [Internet]. [cited 2022 Nov 27]. Available from: https://medlineplus.gov/ency/article/003929.htm
  6. De Luca CJ. The use of surface electromyography in biomechanics. Journal of applied biomechanics. 1997 May 1;13(2):135-63.
  7. 7.0 7.1 Felici F, Del Vecchio A. Surface electromyography: what limits its use in exercise and sport physiology?. Frontiers in neurology. 2020 Nov 6;11:578504.
  8. Ungar-Sargon J. Behind The Scenes: EMG Test. Available from: https://www.youtube.com/watch?v=KmnMOWwAi8w [accessed 24/4/2024]
  9. Rubin DI. Needle electromyography: Basic concepts. Handbook of clinical neurology. 2019 Jan 1;160:243-56.
  10. Clamann HP. Motor units and their activity during movement. InMotor Coordination 1981 (pp. 69-92). Boston, MA: Springer US.
  11. Rodríguez-Carreño I, Gila-Useros L, Malanda-Trigueros A. Motor unit action potential duration: measurement and significance. InAdvances in clinical neurophysiology 2012 Oct 17. IntechOpen.
  12. Walsh ME, Sloane LB, Fischer KE, Austad SN, Richardson A, Van Remmen H. Use of nerve conduction velocity to assess peripheral nerve health in aging mice. Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences. 2015 Nov 1;70(11):1312-9.
  13. Needle EM. Leave Hassan Mostafa.https://www.sciencedirect.com/science/article/pii/B9780750674317500063
  14. Patcharatrakul T, Pitisuttithum P, Rao SSC, Gonlachanvit S. Chapter 37 - Biofeedback therapy. In: Rao SSC, Lee YY, Ghoshal UC, editors. Clinical and Basic Neurogastroenterology and Motility [Internet]. Academic Press; 2020 [cited 2022 Nov 28]. p. 517–32. Available from: https://www.sciencedirect.com/science/article/pii/B9780128130377000376
  15. Xie YJ, Wang S, Gong QJ, Wang JX, Sun FH, Miyamoto A, et al. Effects of electromyography biofeedback for patients after knee surgery: A systematic review and meta-analysis. J Biomech. 2021 May 7;120:110386.
  16. Dos Reis IMM, Ohara DG, Januário LB, Basso-Vanelli RP, Oliveira AB, Jamami M. Surface electromyography in inspiratory muscles in adults and elderly individuals: A systematic review. J Electromyogr Kinesiol. 2019 Feb;44:139–55.
  17. Brambilla C, Pirovano I, Mira RM, Rizzo G, Scano A, Mastropietro A. Combined Use of EMG and EEG Techniques for Neuromotor Assessment in Rehabilitative Applications: A Systematic Review. Sensors (Basel). 2021 Oct 22;21(21):7014.
  18. Jarque-Bou NJ, Sancho-Bru JL, Vergara M. A Systematic Review of EMG Applications for the Characterization of Forearm and Hand Muscle Activity during Activities of Daily Living: Results, Challenges, and Open Issues. Sensors (Basel). 2021 Apr 26;21(9):3035.
  19. Nandy A, Chakraborty S, Chakraborty J, Venture G. 8 - A low-cost electromyography (EMG) sensor-based gait activity analysis. In: Nandy A, Chakraborty S, Chakraborty J, Venture G, editors. Modern Methods for Affordable Clinical Gait Analysis [Internet]. Academic Press; 2021 [cited 2022 Nov 28]. p. 101–27. Available from: https://www.sciencedirect.com/science/article/pii/B9780323852456000102
  20. Kaur A. Wheelchair control for disabled patients using EMG/EOG based human machine interface: a review. J Med Eng Technol. 2021 Jan;45(1):61–74.
  21. Clark RA, Thilarajah S, Williams G, Kahn M, Heywood S, Tan HH, et al. Chapter 1 - Kits for wearable sensor systems: exploring software and hardware system design, building guides, and opportunities for clinical rehabilitation. In: Godfrey A, Stuart S, editors. Digital Health [Internet]. Academic Press; 2021 [cited 2022 Nov 28]. p. 1–25. Available from: https://www.sciencedirect.com/science/article/pii/B9780128189146000107