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Mohamed AA, Sargent E, Moriconi C, Williams C, Shah SM, Lucke-Wold B. Quantum Computing in the Realm of Neurosurgery. World Neurosurg 2024; 193:8-14. [PMID: 39369789 DOI: 10.1016/j.wneu.2024.09.131] [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: 09/23/2024] [Accepted: 09/26/2024] [Indexed: 10/08/2024]
Abstract
Quantum computing leverages the principles of quantum mechanics to provide unprecedented computational power by processing data in a fundamentally different way from classical binary computers. Quantum computers use "qubits" which superimpose 0 and 1. Because qubits can exist in multiple states at the same time, quantum computers can perform "quantum parallelism" wherein data are processed simultaneously rather than sequentially. The quantum parallelism is what enables the computer to have exponentially larger processing capabilities and consider all potential outcomes simultaneously to derive solutions. Our study aims to explore aspects of neurosurgery through which quantum computing could improve patient outcomes and enhance quality of care. Quantum computing has the potential for future applications in neuroprosthetics, neurostimulation, surgical precision, diagnosis, and patient privacy and security. It promises improved patient outcomes, enhanced surgical precision, and personalized healthcare delivery. With its inherent sensitivity and precision, quantum computing could advance the understanding of disease processes and development, providing neurosurgeons with deeper insight into patient pathologies. Challenges such as biocompatibility, cost, and ethical considerations remain significant barriers to integrating the technology into neurosurgical practice. Addressing these challenges will be crucial for realizing the transformative potential of quantum computing in advancing neurosurgical care and improving clinical outcomes.
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Affiliation(s)
- Ali A Mohamed
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, Florida, USA; College of Engineering and Computer Science, Florida Atlantic University, Boca Raton, Florida, USA.
| | - Emma Sargent
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, Florida, USA
| | - Camberly Moriconi
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, Florida, USA
| | - Cooper Williams
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, Florida, USA
| | - Syed Maaz Shah
- College of Osteopathic Medicine, Kansas City University, Kansas City, Missouri, USA
| | - Brandon Lucke-Wold
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
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Rappelt L, Held S, Micke F, Wiedenmann T, Deutsch JP, Kleinöder H, Donath L. Handcycling with concurrent lower body low-frequency electromyostimulation significantly increases acute oxygen uptake in elite wheelchair basketball players: an acute crossover trial. J Rehabil Med 2024; 56:jrm40028. [PMID: 38850087 PMCID: PMC11182031 DOI: 10.2340/jrm.v56.40028] [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: 02/01/2024] [Accepted: 05/13/2024] [Indexed: 06/09/2024] Open
Abstract
OBJECTIVE Wheelchair basketball (WCB) demands high-intensity training due to its intermittent nature. However, acute oxygen uptake (V˙O2) in handcycling is restricted. Combining handcycling with low-frequency electromyostimulation (LF-EMS) may enhance V˙O2 in elite WBC athletes. DESIGN Randomized crossover trail. SUBJECTS Twelve German national team WCB players (age: 25.6 [5.6] years, height: 1.75 [0.16] m, mass: 74.0 [21.7] kg, classification: 2.92 [1.26]). METHOD Participants underwent 2×5 min of handcycling (60 rpm, ¾ bodyweight resistance in watts) (HANDCYCLE) and 2×5 min of handcycling with concurrent LF-EMS (EMS_HANDCYCLE). LF-EMS (4Hz, 350µs, continuous stimulation) targeted gluteal, quadriceps, and calf muscles, adjusted to individual pain thresholds (buttocks: 69.5 [22.3] mA, thighs: 66.8 [20.0] mA, calves: 68.9 [31.5] mA). RESULTS Significant mode-dependent differences between HANDCYCLE and EMS_HANDCYCLE were found in V˙O2 (17.60 [3.57] vs 19.23 [4.37] ml min-1 kg-1, p = 0.001) and oxygen pulse (16.69 [4.51] vs 18.41 [5.17] ml, p = 0.002). ΔLactate was significantly lower in HANDCYCLE (0.04 [0.28] vs 0.31 [0.26] mmol l-1). Although perceived effort did not differ (p = 0.293), discomfort was rated lower in HANDCYCLE (1.44 [1.28] vs 3.94 [2.14], p = 0.002). CONCLUSION LF-EMS applied to the lower extremities increases oxygen demand during submaximal handcycling. Thus, longitudinal application of LF-EMS should be investigated as a potential training stimulus to improve aerobic capacity in wheelchair athletes.
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Affiliation(s)
- Ludwig Rappelt
- 1Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany; Department of Movement and Training Science, University of Wuppertal, Wuppertal, Germany.
| | - Steffen Held
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany; Department of Sport and Management, IST University of Applied Sciences, Düsseldorf, Germany
| | - Florian Micke
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany; Department of Sport and Management, IST University of Applied Sciences, Düsseldorf, Germany
| | - Tim Wiedenmann
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany
| | - Jan-Philip Deutsch
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany
| | - Heinz Kleinöder
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany
| | - Lars Donath
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany
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Huang Y, Gong Y, Liu Y, Lu J. Global trends and hot topics in electrical stimulation of skeletal muscle research over the past decade: A bibliometric analysis. Front Neurol 2022; 13:991099. [PMID: 36277916 PMCID: PMC9581161 DOI: 10.3389/fneur.2022.991099] [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: 07/11/2022] [Accepted: 09/13/2022] [Indexed: 11/25/2022] Open
Abstract
Background Over the past decade, numerous advances have been made in the research on electrical stimulation of skeletal muscle. However, the developing status and future direction of this field remain unclear. This study aims to visualize the evolution and summarize global research hot topics and trends based on quantitative and qualitative evidence from bibliometrics. Methods Literature search was based on the Web of Science Core Collection (WoSCC) database from 2011 to 2021. CiteSpace and VOSviewer, typical bibliometric tools, were used to perform analysis and visualization. Results A total of 3,059 documents were identified. The number of literature is on the rise in general. Worldwide, researchers come primarily from North America and Europe, represented by the USA, France, Switzerland, and Canada. The Udice French Research Universities is the most published affiliation. Millet GY and Maffiuletti NA are the most prolific and the most co-cited authors, respectively. Plos One is the most popular journal, and the Journal of Applied Physiology is the top co-cited journal. The main keywords are muscle fatigue, neuromuscular electrical stimulation, spinal cord injury, tissue engineering, and atrophy. Moreover, this study systematically described the hotspots in this field. Conclusion As the first bibliometric analysis of electrical stimulation of skeletal muscle research over the past decade, this study can help scholars recognize hot topics and trends and provide a reference for further exploration in this field.
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Takeuchi M, Tokutake K, Watanabe K, Ito N, Aoyama T, Saeki S, Kurimoto S, Hirata H, Hasegawa Y. A Wirelessly Powered 4-Channel Neurostimulator for Reconstructing Walking Trajectory. SENSORS (BASEL, SWITZERLAND) 2022; 22:7198. [PMID: 36236295 PMCID: PMC9572656 DOI: 10.3390/s22197198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/10/2022] [Accepted: 09/19/2022] [Indexed: 06/16/2023]
Abstract
A wirelessly powered four-channel neurostimulator was developed for applying selective Functional Electrical Stimulation (FES) to four peripheral nerves to control the ankle and knee joints of a rat. The power of the neurostimulator was wirelessly supplied from a transmitter device, and the four nerves were connected to the receiver device, which controlled the ankle and knee joints in the rat. The receiver device had functions to detect the frequency of the transmitter signal from the transmitter coil. The stimulation site of the nerves was selected according to the frequency of the transmitter signal. The rat toe position was controlled by changing the angles of the ankle and knee joints. The joint angles were controlled by the stimulation current applied to each nerve independently. The stimulation currents were adjusted by the Proportional Integral Differential (PID) and feed-forward control method through a visual feedback control system, and the walking trajectory of a rat's hind leg was reconstructed. This study contributes to controlling the multiple joints of a leg and reconstructing functional motions such as walking using the robotic control technology.
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Affiliation(s)
- Masaru Takeuchi
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8601, Japan
| | - Katsuhiro Tokutake
- Department of Human Enhancement and Hand Surgery, Nagoya University, Nagoya 464-8601, Japan
| | - Keita Watanabe
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8601, Japan
| | - Naoyuki Ito
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8601, Japan
| | - Tadayoshi Aoyama
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8601, Japan
| | - Sota Saeki
- Department of Human Enhancement and Hand Surgery, Nagoya University, Nagoya 464-8601, Japan
| | - Shigeru Kurimoto
- Department of Human Enhancement and Hand Surgery, Nagoya University, Nagoya 464-8601, Japan
| | - Hitoshi Hirata
- Department of Human Enhancement and Hand Surgery, Nagoya University, Nagoya 464-8601, Japan
| | - Yasuhisa Hasegawa
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8601, Japan
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Gelenitis K, Foglyano K, Lombardo L, McDaniel J, Triolo R. Motorless cadence control of standard and low duty cycle-patterned neural stimulation intensity extends muscle-driven cycling output after paralysis. J Neuroeng Rehabil 2022; 19:85. [PMID: 35945575 PMCID: PMC9360711 DOI: 10.1186/s12984-022-01064-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 07/21/2022] [Indexed: 12/01/2022] Open
Abstract
Background Stimulation-driven exercise is often limited by rapid fatigue of the activated muscles. Selective neural stimulation patterns that decrease activated fiber overlap and/or duty cycle improve cycling exercise duration and intensity. However, unequal outputs from independently activated fiber populations may cause large discrepancies in power production and crank angle velocity among pedal revolutions. Enforcing a constant cadence through feedback control of stimulus levels may address this issue and further improve endurance by targeting a submaximal but higher than steady-state exercise intensity. Methods Seven participants with paralysis cycled using standard cadence-controlled stimulation (S-Cont). Four of those participants also cycled with a low duty cycle (carousel) cadence-controlled stimulation scheme (C-Cont). S-Cont and C-Cont patterns were compared with conventional maximal stimulation (S-Max). Outcome measures include total work (W), end power (Pend), power fluctuation (PFI), charge accumulation (Q) and efficiency (η). Physiological measurements of muscle oxygenation (SmO2) and heart rate were also collected with select participants. Results At least one cadence-controlled stimulation pattern (S-Cont or C-Cont) improved Pend over S-Max in all participants and increased W in three participants. Both controlled patterns increased Q and η and reduced PFI compared with S-Max and prior open-loop studies. S-Cont stimulation also delayed declines in SmO2 and increased heart rate in one participant compared with S-Max. Conclusions Cadence-controlled selective stimulation improves cycling endurance and increases efficiency over conventional stimulation by incorporating fiber groups only as needed to maintain a desired exercise intensity. Closed-loop carousel stimulation also successfully reduces power fluctuations relative to previous open-loop efforts, which will enable neuroprosthesis recipients to better take advantage of duty cycle reducing patterns.
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Affiliation(s)
- Kristen Gelenitis
- Louis Stokes Cleveland VA Medical Center, 10701 East Blvd, Cleveland, OH, 44106, USA.
| | - Kevin Foglyano
- Louis Stokes Cleveland VA Medical Center, 10701 East Blvd, Cleveland, OH, 44106, USA
| | - Lisa Lombardo
- Louis Stokes Cleveland VA Medical Center, 10701 East Blvd, Cleveland, OH, 44106, USA
| | - John McDaniel
- Louis Stokes Cleveland VA Medical Center, 10701 East Blvd, Cleveland, OH, 44106, USA.,Kent State University, 800 E Summit St, Kent, OH, 44240, USA
| | - Ronald Triolo
- Louis Stokes Cleveland VA Medical Center, 10701 East Blvd, Cleveland, OH, 44106, USA.,Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA
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Rappelt L, Held S, Donath L. Handcycling with concurrent lower body low-frequency electromyostimulation significantly increases acute oxygen uptake: implications for rehabilitation and prevention. PeerJ 2022; 10:e13333. [PMID: 35607449 PMCID: PMC9123886 DOI: 10.7717/peerj.13333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 04/04/2022] [Indexed: 01/13/2023] Open
Abstract
Background Acute increases in exercise-induced oxygen uptake (V̇O2) is crucial for aerobic training adaptations and depends on how much muscle mass is involved during exercising. Thus, handcycling is per se limited for higher maximal oxygen uptakes (V̇O2max) due to restricted muscle involvement. Handcycling with additional and simultaneous application of low-frequency electromyostimulation (EMS) to the lower extremities might be a promising stimulus to improve aerobic capacity in disabled and rehabilitative populations. Method Twenty-six healthy young adults (13 female, age: 23.4 ± 4.5 years, height: 1.77 ± 0.09 m, mass: 71.7 ± 16.7 kg) completed 4 ×10 minutes of sitting (SIT), sitting with concurrent EMS (EMS_SIT), handcycling (60 rpm, 1/2 bodyweight as resistance in watts) (HANDCYCLE) and handcycling with concurrent EMS of the lower extremities (EMS_HANDCYCLE). During EMS_SIT and EMS_HANDCYCLE, low frequency EMS (impulse frequency: 4Hz, impulse width: 350 µs, continuous stimulation) was applied to gluteal, quadriceps and calf muscles. The stimulation intensity was selected so that the perceived pain could be sustained for a duration of 10 minutes (gluteus: 80.0 ± 22.7 mA, quadriceps: 94.5 ± 20.5 mA, calves: 77.5 ± 19.1 mA). Results Significant mode-dependent changes of V̇O2 were found (p < 0.001, η p 2 = 0.852). Subsequent post-hoc testing indicated significant difference between SIT vs. EMS_SIT (4.70 ± 0.75 vs. 10.61 ± 4.28 ml min-1 kg-1, p < 0.001), EMS_SIT vs. HANDCYCLE (10.61 ± 4.28 vs. 13.52 ± 1.40 ml min-1 kg-1, p = 0.005), and between HANDCYCLE vs. EMS_HANDCYCLE (13.52 ± 1.40 vs. 18.98 ± 4.89 ml min-1 kg-1, p = 0.001). Conclusion Handcycling with simultaneous lower body low-frequency EMS application elicits notably higher oxygen uptake during rest and moderately loaded handcycling and may serve as an additional cardiocirculatory training stimuli for improvements in aerobic capacity in wheelchair and rehabilitation settings.
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Affiliation(s)
- Ludwig Rappelt
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany
| | - Steffen Held
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany
| | - Lars Donath
- Department of Intervention Research in Exercise Training, German Sport University Cologne, Cologne, Germany
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S. Baptista R, C. C. Moreira M, D. M. Pinheiro L, R. Pereira T, G. Carmona G, P. D. Freire J, A. I. Bastos J, Padilha Lanari Bo A. User-centered design and spatially-distributed sequential electrical stimulation in cycling for individuals with paraplegia. J Neuroeng Rehabil 2022; 19:45. [PMID: 35527249 PMCID: PMC9080548 DOI: 10.1186/s12984-022-01014-6] [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: 10/05/2021] [Accepted: 03/28/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
In this work, we share the enhancements made in our system to take part in the CYBATHLON 2020 Global Edition Functional Electrical Stimulation (FES) Bike Race. Among the main improvements, firstly an overhaul, an overhaul of the system and user interface developed with User-centered design principles with remote access to enable telerehabilitation. Secondly, the implementation and experimental comparison between the traditional single electrode stimulation (SES) and spatially distributed sequential stimulation (SDSS) applied for FES Cycling.
Methods
We report on the main aspects of the developed system. To evaluate the user perception of the system, we applied a System Usability Scale (SUS) questionnaire. In comparing SDSS and SES, we collected data from one subject in four sessions, each simulating one race in the CYBATHLON format.
Results
User perception measured with SUS indicates a positive outcome in the developed system. The SDSS trials were superior in absolute and average values to SES regarding total distance covered and velocity. We successfully competed in the CYBATHLON 2020 Global Edition, finishing in 6th position in the FES Bike Race category.
Conclusions
The CYBATHLON format induced us to put the end-user in the center of our system design principle, which was well perceived. However, further improvements are required if the intention is to progress to a commercial product. FES Cycling performance in SDSS trials was superior when compared to SES trials, indicating that this technique may enable faster and possibly longer FES cycling sessions for individuals with paraplegia. More extensive studies are required to assess these aspects.
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Wolf DN, Schearer EM. Trajectory Optimization and Model Predictive Control for Functional Electrical Stimulation-Controlled Reaching. IEEE Robot Autom Lett 2022. [DOI: 10.1109/lra.2022.3145946] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Brambilla C, Malosio M, Reni G, Scano A. Optimal Biomechanical Performance in Upper-Limb Gestures Depends on Velocity and Carried Load. BIOLOGY 2022; 11:biology11030391. [PMID: 35336765 PMCID: PMC8945111 DOI: 10.3390/biology11030391] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 02/22/2022] [Accepted: 02/28/2022] [Indexed: 04/09/2023]
Abstract
In the last few years, there has been increased interest in the preservation of physical and mental health of workers that cooperate with robots in industrial contexts, such as in the framework of the European H2020 Mindbot Project. Since biomechanical analysis contributes to the characterization of the subject interacting with a robotic setup and platform, we tested different speed and loading conditions in a simulated environment to determine upper-limb optimal performance. The simulations were performed starting from laboratory data of people executing upper-limb frontal reaching movements, by scaling the motion law and imposing various carried loads at the hand. The simulated velocity ranged from 20% to 200% of the original natural speed, with step increments of 10%, while the hand loads were 0, 0.5, 1, and 2 kg, simulating carried objects. A 3D inverse kinematic and dynamic model was used to compute upper-limb kinematics and dynamics, including shoulder flexion, shoulder abduction, and elbow flexion. An optimal range of velocities was found in which the expended energy was lower. Interestingly, the optimal speed corresponding to lower exerted torque and energy decreased when the load applied increased. Lastly, we introduced a preliminary movement inefficiency index to evaluate the deviation of the power and expended energy for the shoulder flexion degree of freedom when not coinciding with the minimum energy condition. These results can be useful in human-robot collaboration to design minimum-fatigue collaborative tasks, tune setup parameters and robot behavior, and support physical and mental health for workers.
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Affiliation(s)
- Cristina Brambilla
- Institute of Intelligent Industrial Systems and Technologies for Advanced Manufacturing (STIIMA), Italian Council of National Research (CNR), Via Previati 1/E, 23900 Lecco, Italy; (C.B.); (M.M.)
| | - Matteo Malosio
- Institute of Intelligent Industrial Systems and Technologies for Advanced Manufacturing (STIIMA), Italian Council of National Research (CNR), Via Previati 1/E, 23900 Lecco, Italy; (C.B.); (M.M.)
| | - Gianluigi Reni
- Bioengineering Laboratory, Scientific Institute, IRCCS “Eugenio Medea”, 23842 Bosisio Parini (Lecco), Italy;
| | - Alessandro Scano
- Institute of Intelligent Industrial Systems and Technologies for Advanced Manufacturing (STIIMA), Italian Council of National Research (CNR), Via Previati 1/E, 23900 Lecco, Italy; (C.B.); (M.M.)
- Correspondence:
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Chang CH, Casas J, Brose SW, Duenas VH. Closed-Loop Torque and Kinematic Control of a Hybrid Lower-Limb Exoskeleton for Treadmill Walking. Front Robot AI 2022; 8:702860. [PMID: 35127833 PMCID: PMC8811381 DOI: 10.3389/frobt.2021.702860] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 11/08/2021] [Indexed: 11/13/2022] Open
Abstract
Restoring and improving the ability to walk is a top priority for individuals with movement impairments due to neurological injuries. Powered exoskeletons coupled with functional electrical stimulation (FES), called hybrid exoskeletons, exploit the benefits of activating muscles and robotic assistance for locomotion. In this paper, a cable-driven lower-limb exoskeleton is integrated with FES for treadmill walking at a constant speed. A nonlinear robust controller is used to activate the quadriceps and hamstrings muscle groups via FES to achieve kinematic tracking about the knee joint. Moreover, electric motors adjust the knee joint stiffness throughout the gait cycle using an integral torque feedback controller. For the hip joint, a robust sliding-mode controller is developed to achieve kinematic tracking using electric motors. The human-exoskeleton dynamic model is derived using Lagrangian dynamics and incorporates phase-dependent switching to capture the effects of transitioning from the stance to the swing phase, and vice versa. Moreover, low-level control input switching is used to activate individual muscles and motors to achieve flexion and extension about the hip and knee joints. A Lyapunov-based stability analysis is developed to ensure exponential tracking of the kinematic and torque closed-loop error systems, while guaranteeing that the control input signals remain bounded. The developed controllers were tested in real-time walking experiments on a treadmill in three able-bodied individuals at two gait speeds. The experimental results demonstrate the feasibility of coupling a cable-driven exoskeleton with FES for treadmill walking using a switching-based control strategy and exploiting both kinematic and force feedback.
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Affiliation(s)
- Chen-Hao Chang
- Department of Mechanical and Aerospace Engineering, Syracuse University, Syracuse, NY, United States
| | - Jonathan Casas
- Department of Mechanical and Aerospace Engineering, Syracuse University, Syracuse, NY, United States
| | - Steven W. Brose
- Department of Physical Medicine and Rehabilitation, SUNY Upstate Medical University, Syracuse, NY, United States
- Spinal Cord Injury and Disabilities Service, Syracuse VA Medical Center, Syracuse, NY, United States
| | - Victor H. Duenas
- Department of Mechanical and Aerospace Engineering, Syracuse University, Syracuse, NY, United States
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Zhang Q, Iyer A, Lambeth K, Kim K, Sharma N. Ultrasound Echogenicity as an Indicator of Muscle Fatigue during Functional Electrical Stimulation. SENSORS 2022; 22:s22010335. [PMID: 35009875 PMCID: PMC8749646 DOI: 10.3390/s22010335] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/10/2021] [Accepted: 12/31/2021] [Indexed: 12/02/2022]
Abstract
Functional electrical stimulation (FES) is a potential neurorehabilitative intervention to enable functional movements in persons with neurological conditions that cause mobility impairments. However, the quick onset of muscle fatigue during FES is a significant challenge for sustaining the desired functional movements for more extended periods. Therefore, a considerable interest still exists in the development of sensing techniques that reliably measure FES-induced muscle fatigue. This study proposes to use ultrasound (US) imaging-derived echogenicity signal as an indicator of FES-induced muscle fatigue. We hypothesized that the US-derived echogenicity signal is sensitive to FES-induced muscle fatigue under isometric and dynamic muscle contraction conditions. Eight non-disabled participants participated in the experiments, where FES electrodes were applied on their tibialis anterior (TA) muscles. During a fatigue protocol under either isometric and dynamic ankle dorsiflexion conditions, we synchronously collected the isometric dorsiflexion torque or dynamic dorsiflexion angle on the ankle joint, US echogenicity signals from TA muscle, and the applied stimulation intensity. The experimental results showed an exponential reduction in the US echogenicity relative change (ERC) as the fatigue progressed under the isometric (R2=0.891±0.081) and dynamic (R2=0.858±0.065) conditions. The experimental results also implied a strong linear relationship between US ERC and TA muscle fatigue benchmark (dorsiflexion torque or angle amplitude), with R2 values of 0.840±0.054 and 0.794±0.065 under isometric and dynamic conditions, respectively. The findings in this study indicate that the US echogenicity signal is a computationally efficient signal that strongly represents FES-induced muscle fatigue. Its potential real-time implementation to detect fatigue can facilitate an FES closed-loop controller design that considers the FES-induced muscle fatigue.
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Affiliation(s)
- Qiang Zhang
- UNC/NCSU Joint Department of Biomedical Engineering, North Carolina State University, Raleigh, NC 27695, USA; (Q.Z.); (A.I.); (K.L.)
- UNC/NCSU Joint Department of Biomedical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Ashwin Iyer
- UNC/NCSU Joint Department of Biomedical Engineering, North Carolina State University, Raleigh, NC 27695, USA; (Q.Z.); (A.I.); (K.L.)
- UNC/NCSU Joint Department of Biomedical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Krysten Lambeth
- UNC/NCSU Joint Department of Biomedical Engineering, North Carolina State University, Raleigh, NC 27695, USA; (Q.Z.); (A.I.); (K.L.)
- UNC/NCSU Joint Department of Biomedical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Kang Kim
- The Department of Bioengineering, School of Engineering, University of Pittsburgh, Pittsburgh, PA 15260, USA;
- The Center for Ultrasound Molecular Imaging and Therapeutics, Department of Medicine and Heart and Vascular Institute, University of Pittsburgh School of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
- The Department of Mechanical Engineering and Materials Science, School of Engineering, University of Pittsburgh, Pittsburgh, PA 15260, USA
- The McGowan Institute for Regenerative Medicine, University of Pittsburgh Medical Center, University of Pittsburgh, Pittsburgh, PA 15219, USA
| | - Nitin Sharma
- UNC/NCSU Joint Department of Biomedical Engineering, North Carolina State University, Raleigh, NC 27695, USA; (Q.Z.); (A.I.); (K.L.)
- UNC/NCSU Joint Department of Biomedical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
- Correspondence: ; Tel.: +1-919-513-0787
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Ye G, Theventhiran P, Masani K. Effect of Spatially Distributed Sequential Stimulation on Fatigue in Functional Electrical Stimulation Rowing. IEEE Trans Neural Syst Rehabil Eng 2022; 30:999-1008. [DOI: 10.1109/tnsre.2022.3166710] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Agotici S, Masani K, Yoo PB. Computational Study on Spatially Distributed Sequential Stimulation for Fatigue Resistant Neuromuscular Electrical Stimulation. IEEE Trans Neural Syst Rehabil Eng 2021; 29:2578-2586. [PMID: 34871176 DOI: 10.1109/tnsre.2021.3133508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Neuromuscular electrical stimulation (NMES) is used to artificially induce muscle contractions of paralyzed limbs in individuals with stroke or spinal cord injury, however, the therapeutic efficacy can be significantly limited by rapid fatiguing of the targeted muscle. A unique stimulation method, called spatially distributed sequential stimulation (SDSS), has been shown clinically to reduce fatiguing during FES, but further improvement is needed. The purpose of this study was to gain a better understanding of SDSS-induced neural activation in the human lower leg using a computational approach. We developed a realistic finite element model of the lower leg to investigate SDSS, by solving the electric field generated by SDSS and predicting neural activation. SDSS applied at 10 Hz was further compared with conventional transcutaneous stimulation that delivered electrical pulses at 40 Hz through a single electrode. We found that SDSS electrically activated multiple sub-populations of motor neurons within the TA muscle that fired at frequencies ranging between 10 Hz and 40 Hz. This complex nerve activation pattern depicts the mechanism of action of SDSS for reducing muscle fatigue during NMES.
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Ye G, Ali SS, Bergquist AJ, Popovic MR, Masani K. A Generic Sequential Stimulation Adapter for Reducing Muscle Fatigue during Functional Electrical Stimulation. SENSORS 2021; 21:s21217248. [PMID: 34770555 PMCID: PMC8587998 DOI: 10.3390/s21217248] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 10/25/2021] [Accepted: 10/26/2021] [Indexed: 11/24/2022]
Abstract
Background: Clinical applications of conventional functional electrical stimulation (FES) administered via a single electrode are limited by rapid onset neuromuscular fatigue. “Sequential” (SEQ) stimulation, involving the rotation of pulses between multiple active electrodes, has been shown to reduce fatigue compared to conventional FES. However, there has been limited adoption of SEQ in research and clinical settings. Methods: The SEQ adapter is a small, battery-powered device that transforms the output of any commercially available electrical stimulator into SEQ stimulation. We examined the output of the adaptor across a range of clinically relevant stimulation pulse parameters to verify the signal integrity preservation ability of the SEQ adapter. Pulse frequency, amplitude, and duration were varied across discrete states between 4 and 200 Hz, 10 and100 mA, and 50 and 2000 μs, respectively. Results: A total of 420 trials were conducted, with 80 stimulation pulses per trial. The SEQ adapter demonstrated excellent preservation of signal integrity, matching the pulse characteristics of the originating stimulator within 1% error. The SEQ adapter operates as expected at pulse frequencies up to 160 Hz, failing at a frequency of 200 Hz. Conclusion: The SEQ adapter represents an effective and low-cost solution to increase the utilization of SEQ in existing rehabilitation paradigms.
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Affiliation(s)
- Gongkai Ye
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON M4G 3V9, Canada; (G.Y.); (A.J.B.); (M.R.P.)
| | - Saima S. Ali
- Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada;
| | - Austin J. Bergquist
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON M4G 3V9, Canada; (G.Y.); (A.J.B.); (M.R.P.)
| | - Milos R. Popovic
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON M4G 3V9, Canada; (G.Y.); (A.J.B.); (M.R.P.)
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada
| | - Kei Masani
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON M4G 3V9, Canada; (G.Y.); (A.J.B.); (M.R.P.)
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada
- Correspondence:
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Schmoll M, Le Guillou R, Lobato Borges D, Fattal C, Fachin-Martins E, Azevedo Coste C. Standardizing fatigue-resistance testing during electrical stimulation of paralysed human quadriceps muscles, a practical approach. J Neuroeng Rehabil 2021; 18:11. [PMID: 33478556 PMCID: PMC7818559 DOI: 10.1186/s12984-021-00805-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 01/11/2021] [Indexed: 11/10/2022] Open
Abstract
Background Rapid onset of muscular fatigue is still one of the main issues of functional electrical stimulation (FES). A promising technique, known as distributed stimulation, aims to activate sub-units of a muscle at a lower stimulation frequency to increase fatigue-resistance. Besides a general agreement on the beneficial effects, the great heterogeneity of evaluation techniques, raises the demand for a standardized method to better reflect the requirements of a practical application. Methods This study investigated the fatigue-development of 6 paralysed quadriceps muscles over the course of 180 dynamic contractions, evaluating different electrode-configurations (conventional and distributed stimulation). For a standardized comparison, fatigue-testing was performed at 40% of the peak-torque during a maximal evoked contraction (MEC). Further, we assessed the isometric torque for each electrode-configuration at different knee-extension-angles (70°–170°, 10° steps). Results Our results showed no significant difference in the fatigue-index for any of the tested electrode-configurations, compared to conventional-stimulation. We conjecture that the positive effects of distributed stimulation become less pronounced at higher stimulation amplitudes. The isometric torque produced at different knee-extension angles was similar for most electrode-configurations. Maximal torque-production was found at 130°–140° knee-extension-angle, which correlates with the maximal knee-flexion-angles during running. Conclusion In most practical applications, FES is intended to initiate dynamic movements. Therefore, it is crucial to assess fatigue-resistance by using dynamic contractions. Reporting the relationship between produced torque and knee-extension-angle can help to observe the stability of a chosen electrode-configuration for a targeted range-of-motion. Additionally, we suggest to perform fatigue testing at higher forces (e.g. 40% of the maximal evoked torque) in pre-trained subjects with SCI to better reflect the practical demands of FES-applications.
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Affiliation(s)
- Martin Schmoll
- INRIA - LIRMM, Université de Montpellier, Montpellier, France.
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Eladly A, Del Valle J, Minguillon J, Mercadal B, Becerra-Fajardo L, Navarro X, Ivorra A. Interleaved intramuscular stimulation with minimally overlapping electrodes evokes smooth and fatigue resistant forces. J Neural Eng 2020; 17:046037. [PMID: 32717730 DOI: 10.1088/1741-2552/aba99e] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE It is known that multi-site interleaved stimulation generates less muscle fatigue compared to single-site synchronous stimulation. However, in the limited number of studies in which intramuscular electrodes were used, the fatigue reduction associated with interleaved stimulation could not consistently be achieved. We hypothesize that this could be due to the inability to place the intramuscular electrodes used in interleaved stimulation in locations that minimize overlap amongst the motor units activated by the electrodes. Our objective in the present study was to use independent intramuscular electrodes to compare fatigue induced by interleaved stimulation with that generated by synchronous stimulation at the same initial force and ripple. APPROACH In the medial gastrocnemius muscle of an anesthetized rabbit (n = 3), ten intramuscular hook wire electrodes were inserted at different distances from the nerve entry. Overlap was measured using the refractory technique and only three electrodes were found to be highly independent. After ensuring that forces obtained by both stimulation modalities had the same ripple and magnitude, fatigue induced during interleaved stimulation across three independent distal electrodes was compared to that obtained by synchronously delivering pulses to a single proximal electrode. MAIN RESULTS Contractions evoked by interleaved stimulation exhibited less fatigue than those evoked by synchronous stimulation. Twitch force recruitment curves collected from each of the ten intramuscular electrodes showed frequent intermediate plateaus and the force value at these plateaus decreased as the distance between the electrode and nerve entry increased. SIGNIFICANCE The results indicate that interleaved intramuscular stimulation is preferred over synchronous intramuscular stimulation when fatigue-resistant and smooth forces are desired. In addition, the results suggest that the large muscle compartments innervated by the primary intramuscular nerve branches give rise to progressively smaller independent compartments in subsequent nerve divisions.
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Affiliation(s)
- Ahmed Eladly
- Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain. Author to whom any correspondence should be addressed
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17
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A review of methods for achieving upper limb movement following spinal cord injury through hybrid muscle stimulation and robotic assistance. Exp Neurol 2020; 328:113274. [DOI: 10.1016/j.expneurol.2020.113274] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 02/26/2020] [Accepted: 03/02/2020] [Indexed: 11/20/2022]
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Gelenitis KT, Sanner BM, Triolo RJ, Tyler DJ. Selective Nerve Cuff Stimulation Strategies for Prolonging Muscle Output. IEEE Trans Biomed Eng 2020; 67:1397-1408. [PMID: 31449001 PMCID: PMC7042042 DOI: 10.1109/tbme.2019.2937061] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Neural stimulation systems are often limited by rapid muscle fatigue. Selective nerve cuff electrodes can target independent yet synergistic motor unit pools (MUPs), which can be used in duty-cycle reducing stimulation paradigms to prolong joint moment output. OBJECTIVE This study investigates waveform parameters within moment-prolonging paradigms and determines strategies for their optimal implementation. METHODS Composite flat-interface nerve cuff electrodes (C-FINEs) were chronically implanted on feline proximal sciatic nerves. Cyclic stimulation tests determined effects of stimulation period and duty cycle in different MUP types. Ideal parameters were then used in duty-cycle reducing carousel stimulation. Time to 50% reduction in moment (T50), moment overshoot, and moment ripple were determined for constant, open-loop carousel, and moment feedback-controlled closed-loop carousel stimulation. RESULTS A stimulation period of 1 s best maintained joint moment for all MUPs. Low (25%) duty cycles consistently improved joint moment maintenance, though allowable duty cycle varied among MUPs by gross muscle and fiber type. Both open- and closed-loop carousel stimulation significantly increased T50 over constant stimulation. Closed-loop carousel significantly decreased moment overshoot over the other conditions, and significantly decreased moment ripple compared with open-loop stimulation. CONCLUSION Selectivity-enabled carousel stimulation prolongs joint moment over conventional constant stimulation. Appropriate waveform parameters can be quickly determined for individual MUPs and stimulation can be controlled for additional performance improvements with this paradigm. SIGNIFICANCE Providing prolonged, stable joint moment and muscle output to recipients of motor neuroprostheses will improve clinical outcomes, increase independence, and positively impact quality of life.
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Gil-Castillo J, Alnajjar F, Koutsou A, Torricelli D, Moreno JC. Advances in neuroprosthetic management of foot drop: a review. J Neuroeng Rehabil 2020; 17:46. [PMID: 32213196 PMCID: PMC7093967 DOI: 10.1186/s12984-020-00668-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 02/27/2020] [Indexed: 11/10/2022] Open
Abstract
This paper reviews the technological advances and clinical results obtained in the neuroprosthetic management of foot drop. Functional electrical stimulation has been widely applied owing to its corrective abilities in patients suffering from a stroke, multiple sclerosis, or spinal cord injury among other pathologies. This review aims at identifying the progress made in this area over the last two decades, addressing two main questions: What is the status of neuroprosthetic technology in terms of architecture, sensorization, and control algorithms?. What is the current evidence on its functional and clinical efficacy? The results reveal the importance of systems capable of self-adjustment and the need for closed-loop control systems to adequately modulate assistance in individual conditions. Other advanced strategies, such as combining variable and constant frequency pulses, could also play an important role in reducing fatigue and obtaining better therapeutic results. The field not only would benefit from a deeper understanding of the kinematic, kinetic and neuromuscular implications and effects of more promising assistance strategies, but also there is a clear lack of long-term clinical studies addressing the therapeutic potential of these systems. This review paper provides an overview of current system design and control architectures choices with regard to their clinical effectiveness. Shortcomings and recommendations for future directions are identified.
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Affiliation(s)
- Javier Gil-Castillo
- Neural Rehabilitation Group, Cajal Institute, Spanish National Research Council (CSIC), Av. Doctor Arce, 37, 28002, Madrid, Spain
| | - Fady Alnajjar
- College of Information Technology (CIT), The United Arab Emirates University, P.O. Box 15551, Al Ain, UAE.
| | - Aikaterini Koutsou
- Neural Rehabilitation Group, Cajal Institute, Spanish National Research Council (CSIC), Av. Doctor Arce, 37, 28002, Madrid, Spain
| | - Diego Torricelli
- Neural Rehabilitation Group, Cajal Institute, Spanish National Research Council (CSIC), Av. Doctor Arce, 37, 28002, Madrid, Spain
| | - Juan C Moreno
- Neural Rehabilitation Group, Cajal Institute, Spanish National Research Council (CSIC), Av. Doctor Arce, 37, 28002, Madrid, Spain
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20
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A Review of Functional Electrical Stimulation Treatment in Spinal Cord Injury. Neuromolecular Med 2020; 22:447-463. [DOI: 10.1007/s12017-019-08589-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 12/28/2019] [Indexed: 12/11/2022]
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21
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Qiu S, Draghici AE, Picard G, Taylor JA. Muscle Fatigue in Response to Electrical Stimulation Pattern and Frequency in Spinal Cord Injury. PM R 2019; 12:699-705. [PMID: 31702873 DOI: 10.1002/pmrj.12282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 10/23/2019] [Indexed: 11/09/2022]
Abstract
BACKGROUND Functional electrical stimulation (FES) is widely used to induce functional movements for paralyzed muscles. However, rapid muscle fatigue during FES-induced muscle contractions limits FES clinical efficacy. OBJECTIVE To investigate muscle fatigue response across stimulation patterns and frequencies during FES in able-bodied individuals and in those with spinal cord injury (SCI). DESIGN Four stimulation protocols combining 20 and 40 Hz average frequency with either constant frequency trains (CFTs) or with doublet frequency trains (DFTs) were applied to the quadriceps of seven adults with SCI and eight able-bodied participants. SETTING A FES-row training laboratory. PARTICIPANTS Seven individuals with SCI (one female; age range, 25 ± 6 years) and eight age-matched able-bodied participants (one female). INTERVENTION None. MAIN OUTCOME MEASURES Fatigue was defined as the number of contractions until force decreased by 20% from the target level of 25% maximal contraction force. The number of contractions and the stimulation current used during the four stimulation protocols were compared. RESULTS There was a significant effect of frequency, as well as interaction between group and stimulation pattern (P < .05). In both groups, 20-Hz trains increased the number of contractions to fatigue compared to 40-Hz trains. However, the responses to the pattern of stimulation differed. In the able-bodied participants, CFT increased the number of contractions to fatigue compared to DFT, whereas in those with SCI, DFT increased the number of contractions to fatigue. In fact, DFT resulted in similar number of contractions to fatigue in both populations. CONCLUSIONS These results indicate that DFT at 20 Hz may be a better stimulation protocol to delay fatigue onset in the SCI population than the other three protocols. In addition, this work implies that results from able-bodied persons may not be directly applicable to those with SCI.
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Affiliation(s)
- Shuang Qiu
- Cardiovascular Research Laboratory, Spaulding Hospital Cambridge, Cambridge, MA.,Department of Physical Medicine & Rehabilitation, Harvard Medical School, Cambridge, MA.,Research Center for Brain-Inspired Intelligence, Institute of Automation, Chinese Academy of Sciences, Beijing, China
| | - Adina E Draghici
- Cardiovascular Research Laboratory, Spaulding Hospital Cambridge, Cambridge, MA.,Department of Physical Medicine & Rehabilitation, Harvard Medical School, Cambridge, MA
| | - Glen Picard
- Cardiovascular Research Laboratory, Spaulding Hospital Cambridge, Cambridge, MA
| | - J Andrew Taylor
- Cardiovascular Research Laboratory, Spaulding Hospital Cambridge, Cambridge, MA.,Department of Physical Medicine & Rehabilitation, Harvard Medical School, Cambridge, MA
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Imatz-Ojanguren E, Sánchez-Márquez G, Asiain-Aristu JR, Cueto-Mendo J, Jaunarena-Goicoechea E, Zabaleta H, Keller T. A foot drop compensation device based on surface multi-field functional electrical stimulation-Usability study in a clinical environment. J Rehabil Assist Technol Eng 2019; 6:2055668319862141. [PMID: 31516730 PMCID: PMC6724492 DOI: 10.1177/2055668319862141] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 05/31/2019] [Indexed: 12/02/2022] Open
Abstract
Introduction Functional electrical stimulation applies electrical pulses to the peripheral nerves to artificially achieve a sensory/motor function. When applied for the compensation of foot drop it provides both assistive and therapeutic effects. Multi-field electrodes have shown great potential but may increase the complexity of these systems. Usability aspects should be checked to ensure their success in clinical environments. Methods We developed the Fesia Walk device, based on a surface multi-field electrode and an automatic calibration algorithm, and carried out a usability study to check the feasibility of integrating this device in therapeutic programs in clinical environments. The study included 4 therapists and 10 acquired brain injury subjects (8 stroke and 2 traumatic brain injury). Results Therapists and users were “very satisfied” with the device according to the Quebec User Evaluation of Satisfaction with Assistive Technology scale, with average scores of 4.1 and 4.2 out of 5, respectively. Therapists considered the Fesia Walk device as “excellent” according to the System Usability Scale with an average score of 85.6 out of 100. Conclusions This study showed us that it is feasible to include surface multi-field technology while keeping a device simple and intuitive for successful integration in common neurorehabilitation programs.
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Affiliation(s)
| | | | | | | | | | | | - Thierry Keller
- TECNALIA, Health Division, Donostia-San Sebastián, Spain
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23
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Wang J, Wang H, He T, He B, Thakor NV, Lee C. Investigation of Low-Current Direct Stimulation for Rehabilitation Treatment Related to Muscle Function Loss Using Self-Powered TENG System. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2019; 6:1900149. [PMID: 31380204 PMCID: PMC6662055 DOI: 10.1002/advs.201900149] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 03/13/2019] [Indexed: 05/19/2023]
Abstract
Muscle function loss is characterized as abnormal or completely lost muscle capabilities, and it can result from neurological disorders or nerve injuries. The currently available clinical treatment is to electrically stimulate the diseased muscles. Here, a self-powered system of a stacked-layer triboelectric nanogenerator (TENG) and a multiple-channel epimysial electrode to directly stimulate muscles is demonstrated. Then, the two challenges regarding direct TENG muscle stimulation are further investigated. For the first challenge of improving low-current TENG stimulation efficiency, it is found that the optimum stimulation efficiency can be achieved by conducting a systematic mapping with a multiple-channel epimysial electrode. The second challenge is TENG stimulation stability. It is found that the force output generated by TENGs is more stable than using the conventional square wave stimulation and enveloped high frequency stimulation. With modelling and in vivo measurements, it is confirmed that the two factors that account for the stable stimulation using TENGs are the long pulse duration and low current amplitude. The current waveform of TENGs can effectively avoid synchronous motoneuron recruitment at the two stimulation electrodes to reduce force fluctuation. Here, after investigating these two challenges, it is believed that TENG direct muscle stimulation could be used for rehabilitative and therapeutic purpose of muscle function loss treatment.
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Affiliation(s)
- Jiahui Wang
- Department of Electrical and Computer EngineeringNational University of Singapore4 Engineering Drive 3117576Singapore
- Singapore Institute for Neurotechnology (SINAPSE)National University of Singapore28 Medical Drive, #05‐COR117456Singapore
- Hybrid‐Integrated Flexible (Stretchable) Electronic Systems ProgramNational University of Singapore5 Engineering Drive 1117608Singapore
| | - Hao Wang
- Department of Electrical and Computer EngineeringNational University of Singapore4 Engineering Drive 3117576Singapore
- Hybrid‐Integrated Flexible (Stretchable) Electronic Systems ProgramNational University of Singapore5 Engineering Drive 1117608Singapore
| | - Tianyiyi He
- Department of Electrical and Computer EngineeringNational University of Singapore4 Engineering Drive 3117576Singapore
- Hybrid‐Integrated Flexible (Stretchable) Electronic Systems ProgramNational University of Singapore5 Engineering Drive 1117608Singapore
- NUS Suzhou Research Institute (NUSRI)SuzhouIndustrial Park, Suzhou215123P. R. China
| | - Borong He
- Department of Electrical and Computer EngineeringNational University of Singapore4 Engineering Drive 3117576Singapore
- Hybrid‐Integrated Flexible (Stretchable) Electronic Systems ProgramNational University of Singapore5 Engineering Drive 1117608Singapore
| | - Nitish V. Thakor
- Department of Electrical and Computer EngineeringNational University of Singapore4 Engineering Drive 3117576Singapore
- Singapore Institute for Neurotechnology (SINAPSE)National University of Singapore28 Medical Drive, #05‐COR117456Singapore
- Hybrid‐Integrated Flexible (Stretchable) Electronic Systems ProgramNational University of Singapore5 Engineering Drive 1117608Singapore
| | - Chengkuo Lee
- Department of Electrical and Computer EngineeringNational University of Singapore4 Engineering Drive 3117576Singapore
- Singapore Institute for Neurotechnology (SINAPSE)National University of Singapore28 Medical Drive, #05‐COR117456Singapore
- Hybrid‐Integrated Flexible (Stretchable) Electronic Systems ProgramNational University of Singapore5 Engineering Drive 1117608Singapore
- NUS Suzhou Research Institute (NUSRI)SuzhouIndustrial Park, Suzhou215123P. R. China
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Wiest MJ, Bergquist AJ, Heffernan MG, Popovic M, Masani K. Fatigue and Discomfort During Spatially Distributed Sequential Stimulation of Tibialis Anterior. IEEE Trans Neural Syst Rehabil Eng 2019; 27:1566-1573. [PMID: 31265401 DOI: 10.1109/tnsre.2019.2923117] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Neuromuscular electrical stimulation is conventionally applied through a single pair of electrodes over the muscle belly, denominated single electrode stimulation (SES). SES is limited by discomfort and incomplete motor-unit recruitment, restricting electrically-evoked torque and promoting premature fatigue-induced torque-decline. Sequential stimulation involving rotation of pulses between multiple pairs of electrodes has been proposed as an alternative, denominated spatially distributed sequential stimulation (SDSS). The present aim was to compare discomfort, maximal-tolerated torque, and fatigue-related outcomes between SES and SDSS of tibialis anterior. Ten healthy participants completed two experimental sessions. The self-reported discomfort at sub-maximal torque, the maximal-tolerated torque, fatigue-induced torque-decline during, and doublet-twitch torque at 10- and 100-Hz before and after, 300 intermittent (0.6-s-ON-0.6-s-OFF) isokinetic contractions were compared between SES and SDSS. SDSS stimulation improved fatigue-related outcomes, whereas increased discomfort and reduced maximal-tolerated torque. SDSS holds promise for reducing fatigue. However, limited torque production and associated discomfort may limit its utility for rehabilitation/training.
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25
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Ruslee R, Miller J, Gollee H. Investigation of different stimulation patterns with doublet pulses to reduce muscle fatigue. J Rehabil Assist Technol Eng 2019; 6:2055668319825808. [PMID: 31245029 PMCID: PMC6582293 DOI: 10.1177/2055668319825808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 12/18/2018] [Indexed: 11/29/2022] Open
Abstract
Introduction: Functional electrical stimulation is a common
technique used in the rehabilitation of individuals with a spinal cord injury to
produce functional movement of paralysed muscles. However, it is often
associated with rapid muscle fatigue which limits its applications.
Methods: The objective of this study is to investigate the
effects on the onset of fatigue of different multi-electrode patterns of
stimulation via multiple pairs of electrodes using doublet pulses: Synchronous
stimulation is compared to asynchronous stimulation patterns which are activated
sequentially (AsynS) or randomly (AsynR), mimicking voluntary muscle activation
by targeting different motor units. We investigated these three different
approaches by applying stimulation to the gastrocnemius muscle repeatedly for
10 min (300 ms stimulation followed by 700 ms of no-stimulation) with 40 Hz
effective frequency for all protocols and doublet pulses with an
inter-pulse-interval of 6 ms. Eleven able-bodied volunteers (28 ± 3 years old)
participated in this study. Ultrasound videos were recorded during stimulation
to allow evaluation of changes in muscle morphology. The main fatigue indicators
we focused on were the normalised fatigue index, fatigue time interval and
pre-post twitch–tetanus ratio. Results: The results demonstrate
that asynchronous stimulation with doublet pulses gives a higher normalised
fatigue index (0.80 ± 0.08 and 0.87 ± 0.08) for AsynS and AsynR, respectively,
than synchronous stimulation (0.62 ± 0.06). Furthermore, a longer fatigue time
interval for AsynS (302.2 ± 230.9 s) and AsynR (384.4 ± 279.0 s) compared to
synchronous stimulation (68.0 ± 30.5 s) indicates that fatigue occurs later
during asynchronous stimulation; however, this was only found to be
statistically significant for one of two methods used to calculate the group
mean. Although no significant difference was found in pre-post twitch–tetanus
ratio, there was a trend towards these effects. Conclusion: In this
study, we proposed an asynchronous stimulation pattern for the application of
functional electrical stimulation and investigated its suitability for reducing
muscle fatigue compared to previous methods. The results show that asynchronous
multi-electrode stimulation patterns with doublet pulses may improve fatigue
resistance in functional electrical stimulation applications in some
conditions.
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Affiliation(s)
- Ruslinda Ruslee
- Centre for Rehabilitation Engineering, University of Glasgow, Glasgow, UK.,Department of Electronics Engineering, MARA Japan Industrial Institute (MJII), Beranang, Selangor, Malaysia
| | - Jennifer Miller
- Centre for Rehabilitation Engineering, University of Glasgow, Glasgow, UK
| | - Henrik Gollee
- Centre for Rehabilitation Engineering, University of Glasgow, Glasgow, UK
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Laubacher M, Aksoez EA, Brust AK, Baumberger M, Riener R, Binder-Macleod S, Hunt KJ. Stimulation of paralysed quadriceps muscles with sequentially and spatially distributed electrodes during dynamic knee extension. J Neuroeng Rehabil 2019; 16:5. [PMID: 30616683 PMCID: PMC6322281 DOI: 10.1186/s12984-018-0471-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 12/05/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND During functional electrical stimulation (FES) tasks with able-bodied (AB) participants, spatially distributed sequential stimulation (SDSS) has demonstrated substantial improvements in power output and fatigue properties compared to conventional single electrode stimulation (SES). The aim of this study was to compare the properties of SDSS and SES in participants with spinal cord injury (SCI) in a dynamic isokinetic knee extension task simulating knee movement during recumbent cycling. METHOD Using a case-series design, m. vastus lateralis and medialis of four participants with motor and sensory complete SCI (AIS A) were stimulated for 6 min on both legs with both electrode setups. With SES, target muscles were stimulated by a pair of electrodes. In SDSS, the distal electrodes were replaced by four small electrodes giving the same overall stimulation frequency and having the same total surface area. Torque was measured during knee extension by a dynamometer at an angular velocity of 110 deg/s. Mean power of the left and right sides (PmeanL,R) was calculated from all stimulated extensions for initial, final and all extensions. Fatigue is presented as an index value with respect to initial power from 1 to 0, whereby 1 means no fatigue. RESULTS SDSS showed higher PmeanL,R values for all four participants for all extensions (increases of 132% in participant P1, 100% in P2, 36% in P3 and 18% in P4 compared to SES) and for the initial phase (increases of 84%, 59%, 66%, and 16%, respectively). Fatigue resistance was better with SDSS for P1, P2 and P4 but worse for P3 (0.47 vs 0.35, 0.63 vs 0.49, 0.90 vs 0.82 and 0.59 vs 0.77, respectively). CONCLUSION Consistently higher PmeanL,R was observed for all four participants for initial and overall contractions using SDSS. This supports findings from previous studies with AB participants. Fatigue properties were better in three of the four participants. The lower fatigue resistance with SDSS in one participant may be explained by a very low muscle activation level in this case. Further investigation in a larger cohort is warranted.
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Affiliation(s)
- Marco Laubacher
- Department of Physical Therapy, University of Delaware, Newark, United States of America.
| | - Efe A Aksoez
- Department of Physical Therapy, University of Delaware, Newark, United States of America
| | - Anne K Brust
- Department of Physical Therapy, University of Delaware, Newark, United States of America
| | - Michael Baumberger
- Institute for Rehabilitation and Performance Technology, Division of Mechanical Engineering, Department of Engineering and Information Technology, Bern University of Applied Sciences, Pestalozzistrasse 20, Burgdorf, 3400, Switzerland.,Sensory Motor Systems Lab, Department of Health Sciences and Technology, ETH Zurich, Zurich, 8000, Switzerland
| | - Robert Riener
- Institute for Rehabilitation and Performance Technology, Division of Mechanical Engineering, Department of Engineering and Information Technology, Bern University of Applied Sciences, Pestalozzistrasse 20, Burgdorf, 3400, Switzerland.,Sensory Motor Systems Lab, Department of Health Sciences and Technology, ETH Zurich, Zurich, 8000, Switzerland
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Buckmire AJ, Arakeri TJ, Reinhard JP, Fuglevand AJ. Mitigation of excessive fatigue associated with functional electrical stimulation. J Neural Eng 2018; 15:066004. [PMID: 30168443 DOI: 10.1088/1741-2552/aade1c] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Restoration of motor function in paralyzed limbs using functional electrical stimulation (FES) is undermined by rapid fatigue associated with artificial stimulation. Typically, single electrodes are used to activate muscles with FES. However, due to the highly distributed branching of muscle nerves, a single electrode may not be able to activate the entire array of motor axons supplying a muscle. Therefore, stimulating muscle with multiple electrodes might enable access to a larger volume of muscle and thereby reduce fatigue. APPROACH Accordingly, we compared the endurance times that ankle dorsiflexion could be sustained at 20% maximum voluntary force using feedback controlled stimulation (25 Hz) of human tibialis anterior (TA) using one or four percutaneous intramuscular electrodes. In addition, we measured endurance times in response to direct stimulation of the nerve supplying TA and during voluntary contraction. In all sessions involving electrical stimulation, an anesthetic nerve block proximal to the site of stimulation was used to isolate the effects of stimulation and alleviate discomfort. MAIN RESULTS Endurance time associated with stimuli delivered by a single intramuscular electrode (84 ± 19 s) was significantly smaller than that elicited by four intramuscular electrodes (232 ± 123 s). Moreover, endurance time in response to nerve stimulation (787 ± 201 s) was not significantly different that that produced during voluntary contraction (896 ± 272 s). SIGNIFICANCE Therefore, excessive fatigue associated with FES is probably due to the inability of conventional FES systems to enlist the full complement of motor axons innervating muscle and can be mitigated using multiple electrodes or nerve-based electrodes.
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Affiliation(s)
- Alie J Buckmire
- Department of Physiology, College of Medicine, University of Arizona, Tucson, AZ, United States of America. Graduate Program in Neuroscience, College of Medicine, University of Arizona, Tucson, AZ, United States of America
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Barbosa AMP, Parizotto NA, Pedroni CR, Avila MA, Liebano RE, Driusso P. How to report electrotherapy parameters and procedures for pelvic floor dysfunction. Int Urogynecol J 2018; 29:1747-1755. [PMID: 30143853 DOI: 10.1007/s00192-018-3743-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 07/31/2018] [Indexed: 12/12/2022]
Abstract
Electrical stimulation is widely used for pelvic floor muscle dysfunctions (PFMDs), but studies are not always clear about the parameters used, jeopardizing their reproduction. As such, this study aimed to be a reference for researchers and clinicians when using electrical stimulation for PFMD. This report was designed by experts on electrophysical agents and PFMD who determined all basic parameters that should be described. The terms were selected from the Medical Subject Headings database of controlled vocabulary. An extensive process of systematic searching of databases was performed, after which experts met and discussed on the main findings, and a consensus was achieved. Electrical stimulation parameters were described, including the physiological meaning and clinical relevance of each parameter. Also, a description of patient and electrode positioning was added. A consensus-based guideline on how to report electrical stimulation parameters for PFMD treatment was developed to help both clinicians and researchers.
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Affiliation(s)
- Angélica Mércia Pascon Barbosa
- School of Philosophy and Sciences, Department of Physiotherapy and Occupational Therapy, São Paulo State University (UNESP), Av. Hygino Muzzi Filho, 737, Bairro: Mirante, Marília, SP, CEP:17.525-900, Brazil.
| | - Nivaldo Antonio Parizotto
- Post-Graduate Program of Biotechnology on Regenerative Medicine and Medical Chemistry, University of Araraquara, (UNIARA), Araraquara, SP, Brazil.,Physical Therapy Post-Graduate Program, Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil
| | - Cristiane Rodrigues Pedroni
- School of Philosophy and Sciences, Department of Physiotherapy and Occupational Therapy, São Paulo State University (UNESP), Av. Hygino Muzzi Filho, 737, Bairro: Mirante, Marília, SP, CEP:17.525-900, Brazil
| | - Mariana Arias Avila
- Physical Therapy Post-Graduate Program, Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil.,Research Nucleus on Electrophysical Agents (Núcleo de Pesquisa em Agentes Eletrofísicos - NUPE), Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil
| | - Richard Eloin Liebano
- Physical Therapy Post-Graduate Program, Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil.,Research Nucleus on Electrophysical Agents (Núcleo de Pesquisa em Agentes Eletrofísicos - NUPE), Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil
| | - Patricia Driusso
- Physical Therapy Post-Graduate Program, Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil.,Research Nucleus on Electrophysical Agents (Núcleo de Pesquisa em Agentes Eletrofísicos - NUPE), Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil
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Gonzalez EJ, Downey RJ, Rouse CA, Dixon WE. Influence of Elbow Flexion and Stimulation Site on Neuromuscular Electrical Stimulation of the Biceps Brachii. IEEE Trans Neural Syst Rehabil Eng 2018; 26:904-910. [PMID: 29641395 DOI: 10.1109/tnsre.2018.2807762] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Functional electrical stimulation (FES) can help individuals with physical disabilities by assisting limb movement; however, the change in muscle geometry associated with limb movement may affect the response to stimulation. The aim of this paper was to quantify the effects of elbow flexion and stimulation site on muscle torque production. Contraction torque about the elbow was measured in 12 healthy individuals using a custom elbow flexion testbed and a transcutaneous electrode array. Stimulation was delivered to six distinct sites along the biceps brachii over 11 elbow flexion angles. Flexion angle was found to significantly influence the optimal (i.e., torque-maximizing) stimulation site ( ), with post hoc analysis indicating a proximal shift in optimal stimulation site with increased flexion. Similarly, the biceps stimulation site was found to significantly influence the flexion angle at which peak torque occurred ( ), with post hoc analysis indicating an increase in peak-torque flexion angle as stimulation site is moved proximally up the biceps. Since maximizing muscle force per unit stimulation is a common goal in rehabilitative FES, future efforts could examine methods which compensate for the shift in optimal stimulation site during FES-induced limb movement.
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Barss TS, Ainsley EN, Claveria-Gonzalez FC, Luu MJ, Miller DJ, Wiest MJ, Collins DF. Utilizing Physiological Principles of Motor Unit Recruitment to Reduce Fatigability of Electrically-Evoked Contractions: A Narrative Review. Arch Phys Med Rehabil 2017; 99:779-791. [PMID: 28935232 DOI: 10.1016/j.apmr.2017.08.478] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 08/08/2017] [Accepted: 08/16/2017] [Indexed: 10/18/2022]
Abstract
Neuromuscular electrical stimulation (NMES) is used to produce contractions to restore movement and reduce secondary complications for individuals experiencing motor impairment. NMES is conventionally delivered through a single pair of electrodes over a muscle belly or nerve trunk using short pulse durations and frequencies between 20 and 40Hz (conventional NMES). Unfortunately, the benefits and widespread use of conventional NMES are limited by contraction fatigability, which is in large part because of the nonphysiological way that contractions are generated. This review provides a summary of approaches designed to reduce fatigability during NMES, by using physiological principles that help minimize fatigability of voluntary contractions. First, relevant principles of the recruitment and discharge of motor units (MUs) inherent to voluntary contractions and conventional NMES are introduced, and the main mechanisms of fatigability for each contraction type are briefly discussed. A variety of NMES approaches are then described that were designed to reduce fatigability by generating contractions that more closely mimic voluntary contractions. These approaches include altering stimulation parameters, to recruit MUs in their physiological order, and stimulating through multiple electrodes, to reduce MU discharge rates. Although each approach has unique advantages and disadvantages, approaches that minimize MU discharge rates hold the most promise for imminent translation into rehabilitation practice. The way that NMES is currently delivered limits its utility as a rehabilitative tool. Reducing fatigability by delivering NMES in ways that better mimic voluntary contractions holds promise for optimizing the benefits and widespread use of NMES-based programs.
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Affiliation(s)
- Trevor S Barss
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada
| | - Emily N Ainsley
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada; Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Francisca C Claveria-Gonzalez
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada; Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada
| | - M John Luu
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada; Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Dylan J Miller
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada
| | - Matheus J Wiest
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada; Biomechanics Laboratory, Department of Physical Education, Federal University of Santa Catarina, Florianópolis, Brazil
| | - David F Collins
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada; Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada.
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Laubacher M, Aksöz AE, Riener R, Binder-Macleod S, Hunt KJ. Power output and fatigue properties using spatially distributed sequential stimulation in a dynamic knee extension task. Eur J Appl Physiol 2017; 117:1787-1798. [PMID: 28674921 PMCID: PMC5556133 DOI: 10.1007/s00421-017-3675-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 06/28/2017] [Indexed: 11/06/2022]
Abstract
PURPOSE The low power output and fatigue resistance during functional electrical stimulation (FES) limits its use for functional applications. The aim of this study was to compare the power output and fatigue properties of spatially distributed sequential stimulation (SDSS) against conventional single electrode stimulation (SES) in an isokinetic knee extension task simulating knee movement during recumbent cycling. METHODS M. vastus lateralis and m. vastus medialis of eight able-bodied subjects were stimulated for 6 min on both legs with both setups. In the SES setup, target muscles were each stimulated by a pair of electrodes. In SDSS, four small electrodes replaced the SES active electrodes, but reference electrodes were the same. Torque was measured during knee extension movement by a dynamometer at an angular velocity of 110°/s. Mean power (P mean) was calculated from stimulated extensions for the first 10 extensions, the final 20 extensions and overall. Fatigue is presented as an index, calculated as the decrease with respect to initial power. RESULTS P mean was significantly higher for SDSS than for SES in the final phase (9.9 ± 4.0 vs. 7.4 ± 4.3 W, p = 0.035) and overall (11.5 ± 4.0 vs. 9.2 ± 4.5 W, p = 0.037). With SDSS, the reduction in P mean was significantly smaller compared to SES (from 14.9 to 9.9 vs. 14.6 to 7.4 W, p = 0.024). The absolute mean pulse width was substantially lower with SDSS (62.5 vs. 90.0 µs). CONCLUSION Although less stimulation was applied, SDSS showed a significantly higher mean power output than SES. SDSS also had improved fatigue resistance when compared to conventional stimulation. The SDSS approach may provide substantial performance benefits for cyclical FES applications.
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Affiliation(s)
- Marco Laubacher
- Division of Mechanical Engineering, Department of Engineering and Information Technology, Institute for Rehabilitation and Performance Technology, Bern University of Applied Sciences, 3400, Burgdorf, Switzerland.
- Sensory Motor Systems Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland.
| | - Anil Efe Aksöz
- Division of Mechanical Engineering, Department of Engineering and Information Technology, Institute for Rehabilitation and Performance Technology, Bern University of Applied Sciences, 3400, Burgdorf, Switzerland
- Sensory Motor Systems Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Robert Riener
- Sensory Motor Systems Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | | | - Kenneth J Hunt
- Division of Mechanical Engineering, Department of Engineering and Information Technology, Institute for Rehabilitation and Performance Technology, Bern University of Applied Sciences, 3400, Burgdorf, Switzerland
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Downey RJ, Cheng TH, Bellman MJ, Dixon WE. Switched Tracking Control of the Lower Limb During Asynchronous Neuromuscular Electrical Stimulation: Theory and Experiments. IEEE TRANSACTIONS ON CYBERNETICS 2017; 47:1251-1262. [PMID: 27076479 DOI: 10.1109/tcyb.2016.2543699] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Neuromuscular electrical stimulation (NMES) induces muscle contractions via electrical stimuli. NMES can be used for rehabilitation and to enable functional movements; however, a fundamental limitation is the early onset of fatigue. Asynchronous stimulation is a method that can reduce fatigue by utilizing multiple stimulation channels to segregate and switch between different sets of recruited motor units. However, switching between stimulation channels is challenging due to each channel's differing response to stimulation. To address this challenge, a switched systems analysis is used in the present work to design a controller that allows for instantaneous switching between stimulation channels. The developed controller yields semi-global exponential tracking of a desired angular trajectory for a person's knee-joint. Experiments were conducted in six able-bodied individuals. Compared to conventional stimulation, the results indicate that asynchronous stimulation with the developed controller yields longer durations of successful tracking despite different responses between the stimulation channels.
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Bergquist AJ, Wiest MJ, Okuma Y, Collins DF. Interleaved neuromuscular electrical stimulation after spinal cord injury. Muscle Nerve 2017; 56:989-993. [PMID: 28245521 DOI: 10.1002/mus.25634] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2017] [Indexed: 11/11/2022]
Abstract
INTRODUCTION Neuromuscular electrical stimulation (NMES) over a muscle belly (mNMES) recruits superficial motor units (MUs) preferentially, whereas NMES over a nerve trunk (nNMES) recruits MUs evenly throughout the muscle. We performed tests to determine whether "interleaving" pulses between the mNMES and nNMES sites (iNMES) reduces the fatigability of contractions for people experiencing paralysis because of chronic spinal cord injury. METHODS Plantar flexion torque and soleus electromyography (M-waves) were recorded from 8 participants. A fatigue protocol (75 contractions; 2 s on/2 s off for 5 min) was delivered by iNMES. The results were compared with previously published data collected with mNMES and nNMES in the same 8 participants. RESULTS Torque declined ∼40% more during mNMES than during nNMES or iNMES. M-waves declined during mNMES but not during nNMES or iNMES. DISCUSSION To reduce fatigability of electrically evoked contractions of paralyzed plantar flexors, iNMES is equivalent to nNMES, and both are superior to mNMES. Muscle Nerve 56: 989-993, 2017.
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Affiliation(s)
- Austin J Bergquist
- Rehabilitation Engineering Laboratory, Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Matheus J Wiest
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, E-488 Van Vliet Centre, University of Alberta, Edmonton, Alberta, Canada, T6G 2H9
| | - Yoshino Okuma
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, E-488 Van Vliet Centre, University of Alberta, Edmonton, Alberta, Canada, T6G 2H9
| | - David F Collins
- Human Neurophysiology Laboratory, Faculty of Physical Education and Recreation, E-488 Van Vliet Centre, University of Alberta, Edmonton, Alberta, Canada, T6G 2H9
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Dideriksen J, Leerskov K, Czyzewska M, Rasmussen R. Relation Between the Frequency of Short-Pulse Electrical Stimulation of Afferent Nerve Fibers and Evoked Muscle Force. IEEE Trans Biomed Eng 2017; 64:2737-2745. [PMID: 28237919 DOI: 10.1109/tbme.2017.2671853] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Objective: Functional electrical stimulation (FES) is conventionally performed by the stimulation of motor axons causing the muscle fibers innervated by these axons to contract. An alternative strategy that may evoke contractions with more natural motor unit behavior is to stimulate afferent fibers (primarily type Ia) to excite the motor neurons at the spinal level. The aim of the study was to investigate the range of forces that can be evoked in this way and the degree to which the torque can be controlled. Methods: We stimulated the tibial nerve of ten healthy participants at amplitudes at which the highest H-reflex with minimal M-wave was present. The evoked plantar flexion torque was recorded following short stimulation pulses (0.4 ms) with frequencies ranging from 20 to 200 Hz. Results: Across all subjects, the median highest evocable torque was 38.3% (quartiles: 16.9-51.0) of the maximum voluntary contraction torque (MVC). The average torque variability (standard deviation) was 1.7 +/- 0.7% MVC. For most subjects, the relation between stimulation frequency and evoked torque was well characterized by sigmoidal curves (median root mean square error: 6.4% MVC). The plateau of this sigmoid curve (indicating the range of frequencies over which torque amplitude could be modulated) was reached at 56.0 (quartiles: 29.4-81.9) Hz. Conclusion: Using the proposed method for FES, substantial evoked torques that could be controlled by stimulation frequency were achieved. Significance: Stimulation of afferent fibers could be a useful and fatigue-resistant strategy for several applications of FES.Objective: Functional electrical stimulation (FES) is conventionally performed by the stimulation of motor axons causing the muscle fibers innervated by these axons to contract. An alternative strategy that may evoke contractions with more natural motor unit behavior is to stimulate afferent fibers (primarily type Ia) to excite the motor neurons at the spinal level. The aim of the study was to investigate the range of forces that can be evoked in this way and the degree to which the torque can be controlled. Methods: We stimulated the tibial nerve of ten healthy participants at amplitudes at which the highest H-reflex with minimal M-wave was present. The evoked plantar flexion torque was recorded following short stimulation pulses (0.4 ms) with frequencies ranging from 20 to 200 Hz. Results: Across all subjects, the median highest evocable torque was 38.3% (quartiles: 16.9-51.0) of the maximum voluntary contraction torque (MVC). The average torque variability (standard deviation) was 1.7 +/- 0.7% MVC. For most subjects, the relation between stimulation frequency and evoked torque was well characterized by sigmoidal curves (median root mean square error: 6.4% MVC). The plateau of this sigmoid curve (indicating the range of frequencies over which torque amplitude could be modulated) was reached at 56.0 (quartiles: 29.4-81.9) Hz. Conclusion: Using the proposed method for FES, substantial evoked torques that could be controlled by stimulation frequency were achieved. Significance: Stimulation of afferent fibers could be a useful and fatigue-resistant strategy for several applications of FES.
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Affiliation(s)
- Jakob Dideriksen
- Sensory-Motor Interaction, Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Kasper Leerskov
- Sensory-Motor Interaction, Department of Health Science and TechnologyAalborg University
| | - Magdalena Czyzewska
- Sensory-Motor Interaction, Department of Health Science and TechnologyAalborg University
| | - Rune Rasmussen
- Sensory-Motor Interaction, Department of Health Science and TechnologyAalborg University
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Bergquist AJ, Babbar V, Ali S, Popovic MR, Masani K. Fatigue reduction during aggregated and distributed sequential stimulation. Muscle Nerve 2016; 56:271-281. [PMID: 27862023 DOI: 10.1002/mus.25465] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2016] [Indexed: 11/10/2022]
Abstract
INTRODUCTION Transcutaneous neuromuscular electrical stimulation (NMES) can generate muscle contractions for rehabilitation and exercise. However, NMES-evoked contractions are limited by fatigue when they are delivered "conventionally" (CONV) using a single active electrode. Researchers have developed "sequential" (SEQ) stimulation, involving rotation of pulses between multiple "aggregated" (AGGR-SEQ) or "distributed" (DISTR-SEQ) active electrodes, to reduce fatigue (torque-decline) by reducing motor unit discharge rates. The primary objective was to compare fatigue-related outcomes, "potentiation," "variability," and "efficiency" between CONV, AGGR-SEQ, and DISTR-SEQ stimulation of knee extensors in healthy participants. METHODS Torque and current were recorded during testing with fatiguing trains using each NMES type under isometric and isokinetic (180°/s) conditions. RESULTS Compared with CONV stimulation, SEQ techniques reduced fatigue-related outcomes, increased potentiation, did not affect variability, and reduced efficiency. CONCLUSIONS SEQ techniques hold promise for reducing fatigue during NMES-based rehabilitation and exercise; however, optimization is required to improve efficiency. Muscle Nerve 56: 271-281, 2017.
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Affiliation(s)
- Austin J Bergquist
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Vishvek Babbar
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada.,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Saima Ali
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada.,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Milos R Popovic
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada.,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Kei Masani
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada.,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
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Downey RJ, Merad M, Gonzalez EJ, Dixon WE. The Time-Varying Nature of Electromechanical Delay and Muscle Control Effectiveness in Response to Stimulation-Induced Fatigue. IEEE Trans Neural Syst Rehabil Eng 2016; 25:1397-1408. [PMID: 27845664 DOI: 10.1109/tnsre.2016.2626471] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Neuromuscular electrical stimulation (NMES) and Functional Electrical Stimulation (FES) are commonly prescribed rehabilitative therapies. Closed-loop NMES holds the promise to yield more accurate limb control, which could enable new rehabilitative procedures. However, NMES/FES can rapidly fatigue muscle, which limits potential treatments and presents several control challenges. Specifically, the stimulation intensity-force relation changes as the muscle fatigues. Additionally, the delayed response between the application of stimulation and muscle force production, termed electromechanical delay (EMD), may increase with fatigue. This paper quantifies these effects. Specifically, open-loop fatiguing protocols were applied to the quadriceps femoris muscle group of able-bodied individuals under isometric conditions, and the resulting torque was recorded. Short pulse trains were used to measure EMD with a thresholding method while long duration pulse trains were used to induce fatigue, measure EMD with a cross-correlation method, and construct recruitment curves. EMD was found to increase significantly with fatigue, and the control effectiveness (i.e., the linear slope of the recruitment curve) decreased with fatigue. Outcomes of these experiments indicate an opportunity for improved closed-loop NMES/FES control development by considering EMD to be time-varying and by considering the muscle recruitment curve to be a nonlinear, time-varying function of the stimulation input.
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Ibitoye MO, Hamzaid NA, Hasnan N, Abdul Wahab AK, Davis GM. Strategies for Rapid Muscle Fatigue Reduction during FES Exercise in Individuals with Spinal Cord Injury: A Systematic Review. PLoS One 2016; 11:e0149024. [PMID: 26859296 PMCID: PMC4747522 DOI: 10.1371/journal.pone.0149024] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Background Rapid muscle fatigue during functional electrical stimulation (FES)-evoked muscle contractions in individuals with spinal cord injury (SCI) is a significant limitation to attaining health benefits of FES-exercise. Delaying the onset of muscle fatigue is often cited as an important goal linked to FES clinical efficacy. Although the basic concept of fatigue-resistance has a long history, recent advances in biomedical engineering, physiotherapy and clinical exercise science have achieved improved clinical benefits, especially for reducing muscle fatigue during FES-exercise. This review evaluated the methodological quality of strategies underlying muscle fatigue-resistance that have been used to optimize FES therapeutic approaches. The review also sought to synthesize the effectiveness of these strategies for persons with SCI in order to establish their functional impacts and clinical relevance. Methods Published scientific literature pertaining to the reduction of FES-induced muscle fatigue was identified through searches of the following databases: Science Direct, Medline, IEEE Xplore, SpringerLink, PubMed and Nature, from the earliest returned record until June 2015. Titles and abstracts were screened to obtain 35 studies that met the inclusion criteria for this systematic review. Results Following the evaluation of methodological quality (mean (SD), 50 (6) %) of the reviewed studies using the Downs and Black scale, the largest treatment effects reported to reduce muscle fatigue mainly investigated isometric contractions of limited functional and clinical relevance (n = 28). Some investigations (n = 13) lacked randomisation, while others were characterised by small sample sizes with low statistical power. Nevertheless, the clinical significance of emerging trends to improve fatigue-resistance during FES included (i) optimizing electrode positioning, (ii) fine-tuning of stimulation patterns and other FES parameters, (iii) adjustments to the mode and frequency of exercise training, and (iv) biofeedback-assisted FES-exercise to promote selective recruitment of fatigue-resistant motor units. Conclusion Although the need for further in-depth clinical trials (especially RCTs) was clearly warranted to establish external validity of outcomes, current evidence was sufficient to support the validity of certain techniques for rapid fatigue-reduction in order to promote FES therapy as an integral part of SCI rehabilitation. It is anticipated that this information will be valuable to clinicians and other allied health professionals administering FES as a treatment option in rehabilitation and aid the development of effective rehabilitation interventions.
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Affiliation(s)
- Morufu Olusola Ibitoye
- Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
- Department of Biomedical Engineering, Faculty of Engineering and Technology, University of Ilorin, Ilorin, Nigeria
| | - Nur Azah Hamzaid
- Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
- * E-mail:
| | - Nazirah Hasnan
- Department of Rehabilitation Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Ahmad Khairi Abdul Wahab
- Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
| | - Glen M. Davis
- Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
- Clinical Exercise and Rehabilitation Unit, Discipline of Exercise and Sport Sciences, Faculty of Health Sciences, The University of Sydney, Sydney, Australia
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Downey RJ, Cheng TH, Bellman MJ, Dixon WE. Closed-Loop Asynchronous Neuromuscular Electrical Stimulation Prolongs Functional Movements in the Lower Body. IEEE Trans Neural Syst Rehabil Eng 2015; 23:1117-27. [PMID: 25935038 DOI: 10.1109/tnsre.2015.2427658] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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