1
|
Doan H, Tavasoli S, Seo G, Park HS, Park H, Roh J. Electro-tactile modulation of muscle activation and intermuscular coordination in the human upper extremity. Sci Rep 2025; 15:2559. [PMID: 39833302 PMCID: PMC11756415 DOI: 10.1038/s41598-025-86342-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 01/09/2025] [Indexed: 01/22/2025] Open
Abstract
Electro-tactile stimulation (ETS) can be a promising aid in augmenting sensation for those with sensory deficits. Although applications of ETS have been explored, the impact of ETS on the underlying strategies of neuromuscular coordination remains largely unexplored. We investigated how ETS, alone or in the presence of mechano-tactile environment change, modulated the electromyogram (EMG) of individual muscles during force control and how the stimulation modulated the attributes of intermuscular coordination, assessed by muscle synergy analysis, in human upper extremities. ETS was applied to either the thumb or middle fingertip which had greater contact with the handle, grasped by the participant, and supported a target force match. EMGs were recorded from 11 arm muscles of 15 healthy participants during three-dimensional exploratory force control. EMGs were modeled as the linear combination of muscle co-activation patterns (the composition of muscle synergies) and their activation profiles. Individual arm muscle activation changed depending on the ETS location on the finger. The composition of muscle synergies was conserved, but synergy activation coefficients altered reflecting the effects of electro-tactile modulation. The mechano-tactile modulation tended to decrease the effects of ETS on the individual muscle activation and synergy activation magnitude. This study provides insights into sensory augmentation and its impact on intermuscular coordination in the human upper extremity.
Collapse
Affiliation(s)
- Hy Doan
- Department of Biomedical Engineering, University of Houston, 3517 Cullen Blvd, SERC Room 2011, Houston, TX, 77204-5060, USA
| | - Shahabedin Tavasoli
- Department of Biomedical Engineering, University of Houston, 3517 Cullen Blvd, SERC Room 2011, Houston, TX, 77204-5060, USA
| | - Gang Seo
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Hyung-Soon Park
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea
| | - Hangue Park
- Department of Biomedical Engineering, Sungkyunkwan University, Suwon, South Korea
- Electrical and Computer Engineering, Texas A&M University,, TX, 77843, College Station, USA
- Department of Intelligent Precision Healthcare Convergence, Sungkyunkwan University, Suwon, South Korea
- Department of MetaBioHealth, Sungkyunkwan University, Suwon, South Korea
| | - Jinsook Roh
- Department of Biomedical Engineering, University of Houston, 3517 Cullen Blvd, SERC Room 2011, Houston, TX, 77204-5060, USA.
| |
Collapse
|
2
|
Nagai M, Matsui K, Atsuumi K, Taniguchi K, Hirai H, Nishikawa A. The effect of electrical muscle stimulation on intentional binding and explicit sense of agency. PeerJ 2024; 12:e17977. [PMID: 39308820 PMCID: PMC11416759 DOI: 10.7717/peerj.17977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 08/06/2024] [Indexed: 09/25/2024] Open
Abstract
The motivating question for this study is determining whether electrical muscle stimulation (EMS)-induced movements can extend the user's ability without reducing the sense of agency. Moreover, it is crucial to find the timing of the EMS application that is robust against individual differences and environmental changes. Previous studies have reported that the user-specific EMS-application timings, determined through explicit measures of sense of agency, would effectively shorten their reaction time in a push task while maintaining their sense of agency. However, no study has investigated EMS-application timings in relation to implicit measures of sense of agency. Intentional binding, an example of an implicit measure, refers to the phenomenon whereby the interval between an intentional action and the subsequent perceptual outcome is typically perceived to be shorter than the actual interval. By measuring this perceptual shift using a Libet clock, we have identified an EMS-application timing that accelerates the users' push action while maintaining their sense of agency. First, to conduct the EMS-application experiment while appropriately maintaining the intentional binding effect, we designed a new push task such that a pre-action, as the base timing of the EMS-application trigger, always occurs just before the push movement. (1) We showed the difference between the action-binding effect of EMS-induced involuntary movements and voluntary push movements. Subsequently, (2) we identified the EMS application timing that significantly shifted judgments of action tasks while accelerating voluntary movements. Additionally, (3) we demonstrated that the EMS application could accelerate user pushing movement while maintaining the sense of agency at this specific application time. The proposed EMS in the novel pushing setup was found to be robustly effective against individual and environmental changes.
Collapse
Affiliation(s)
- Miwa Nagai
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| | - Kazuhiro Matsui
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| | - Keita Atsuumi
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
- Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan
| | - Kazuhiro Taniguchi
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
- Faculty of Human Ecology, Yasuda Women’s University, Hiroshima, Japan
| | - Hiroaki Hirai
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| | - Atsushi Nishikawa
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| |
Collapse
|
3
|
Baier J, Selkmann S, Bender B. Simulation of FES on the forearm with muscle-specific activation resolution. Front Bioeng Biotechnol 2024; 12:1384617. [PMID: 38994126 PMCID: PMC11236753 DOI: 10.3389/fbioe.2024.1384617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 04/30/2024] [Indexed: 07/13/2024] Open
Abstract
Introduction Functional electrical stimulation (FES) is an established method of supporting neurological rehabilitation. However, particularly on the forearm, it still cannot elicit selective muscle activations that form the basis of complex hand movements. Current research approaches in the context of selective muscle activation often attempt to enable targeted stimulation by increasing the number of electrodes and combining them in electrode arrays. In order to determine the best stimulation positions and settings, manual or semi-automated algorithms are used. This approach is limited due to experimental limitations. The supportive use of simulation studies is well-established, but existing simulation models are not suitable for analyses of selective muscle activation due to missing or arbitrarily arranged innervation zones. Methods This study introduces a new modeling method to design a person-specific digital twin that enables the prediction of muscle activations during FES on the forearm. The designed individual model consists of three parts: an anatomically based 3D volume conductor, a muscle-specific nerve fiber arrangement in various regions of interest (ROIs), and a standard nerve model. All processes were embedded in scripts or macros to enable automated changes to the model and the simulation setup. Results The experimental evaluation of simulated strength-duration diagrams showed good coincidence. The relative differences of the simulated amplitudes to the mean amplitude of the four experiments were in the same range as the inter-experimental differences, with mean values between 0.005 and 0.045. Based on these results, muscle-specific activation thresholds were determined and integrated into the simulation process. With this modification, simulated force-intensity curves showed good agreement with additionally measured curves. Discussion The results show that the model is suitable for simulating realistic muscle-specific activations. Since complex hand movements are physiologically composed of individual, selective muscle activations, it can be assumed that the model is also suitable for simulating these movements. Therefore, this study presents a new and very promising approach for developing new applications and products in the context of the rehabilitation of sensorimotor disorders.
Collapse
Affiliation(s)
- Johanna Baier
- Chair for Product Development, Institute for Product and Service Engineering, Ruhr-University Bochum, Bochum, Germany
| | - Sascha Selkmann
- Chair for Product Development, Institute for Product and Service Engineering, Ruhr-University Bochum, Bochum, Germany
| | - Beate Bender
- Chair for Product Development, Institute for Product and Service Engineering, Ruhr-University Bochum, Bochum, Germany
| |
Collapse
|
4
|
Trout MA, Harrison AT, Brinton MR, George JA. A portable, programmable, multichannel stimulator with high compliance voltage for noninvasive neural stimulation of motor and sensory nerves in humans. Sci Rep 2023; 13:3469. [PMID: 36859464 PMCID: PMC9977866 DOI: 10.1038/s41598-023-30545-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Accepted: 02/24/2023] [Indexed: 03/03/2023] Open
Abstract
Most neural stimulators do not have a high enough compliance voltage to pass current through the skin. The few stimulators that meet the high compliance voltage necessary for transcutaneous stimulation are typically large benchtop units that are not portable, and the stimulation waveforms cannot be readily customized. To address this, we present the design and validation of a portable, programmable, multichannel, noninvasive neural stimulator that can generate three custom bipolar waveforms at ± 150 V with microsecond temporal resolution. The design is low-cost, open-source, and validated on the benchtop and with a healthy population to demonstrate its functionality for sensory and motor stimulation. Sensory stimulation included electrocutaneous stimulation targeting cutaneous mechanoreceptors at the surface of the skin and transcutaneous nerve stimulation targeting the median nerve at the wrist. Both electrocutaneous stimulation on the hand and transcutaneous stimulation at the wrist can elicit isolated tactile percepts on the hand but changes in pulse frequency are more discriminable for electrocutaneous stimulation. Also, neuromuscular electrical stimulation of the flexor digiti profundus is evoked by applying electrical stimulation directly above the muscle in the forearm and to the median and ulnar nerves in the upper arm. Muscle and nerve stimulation evoked similar grip forces and force rise times, but nerve stimulation had a significantly slower fatigue rate. The development and validation of this noninvasive stimulator and direct comparison of common sensory and motor stimulation targets in a human population constitute an important step towards more widespread use and accessibility of neural stimulation for education and research.
Collapse
Affiliation(s)
- Marshall A Trout
- Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, USA.
| | - Abigail T Harrison
- Department of Biomedical Engineering, University of Utah, Salt Lake City, USA
| | - Mark R Brinton
- Department of Engineering and Physics, Elizabethtown College, Elizabethtown, USA
| | - Jacob A George
- Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, USA.
- Department of Biomedical Engineering, University of Utah, Salt Lake City, USA.
- Department of Physical Medicine and Rehabilitation, University of Utah, Salt Lake City, USA.
- Department of Mechanical Engineering, University of Utah, Salt Lake City, USA.
| |
Collapse
|
5
|
Ishimaru T, Saga S. Evaluation of Electric Muscle Stimulation Method for Haptic Augmented Reality. SENSORS (BASEL, SWITZERLAND) 2023; 23:1796. [PMID: 36850394 PMCID: PMC9965341 DOI: 10.3390/s23041796] [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: 12/22/2022] [Revised: 01/25/2023] [Accepted: 02/03/2023] [Indexed: 06/18/2023]
Abstract
Currently, visual Augmented Reality (AR) technology is widespread among the public. Similarly, haptic AR technology is also widely practiced in the academic field. However, conventional haptic AR devices are not suitable for interacting with real objects. These devices are often held by the users, and they contact the real object via the devices. Thus, they prevent direct contact between the user and real objects. To solve this problem, we proposed employing Electrical Muscle Stimulation (EMS) technology. EMS technology does not interfere with the interaction between the user and the real object, and the user can wear the device. First, we examined proper stimulus waveforms for EMS, in addition to pulse waveforms. At the same time, we examined the appropriate frequency and pulse width. The waveforms that we used this time were a sawtooth wave, a reverse sawtooth wave, and a sine wave. Second, to clarify the characteristic of the force presented by the EMS, we measured the relationship between the input voltage and the force presented and obtained the point of subjective equality using the constant method. Subsequently, we presented the bump sensation using EMS to the participants and verified its effectiveness by comparing it with the existing methods.
Collapse
Affiliation(s)
- Takaya Ishimaru
- Department of Advanced Industrial Science, Kumamoto University, 2-39-1 Kurokami, Kumamoto City 860-8555, Japan
| | - Satoshi Saga
- Faculty of Advanced Science and Technology, Kumamoto University, 2-39-1 Kurokami, Kumamoto City 860-8555, Japan
| |
Collapse
|
6
|
Barelli RG, Avelino VF, Castro MCF. STIMGRASP: A Home-Based Functional Electrical Stimulator for Grasp Restoration in Daily Activities. SENSORS (BASEL, SWITZERLAND) 2022; 23:10. [PMID: 36616607 PMCID: PMC9824213 DOI: 10.3390/s23010010] [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: 10/04/2022] [Revised: 11/22/2022] [Accepted: 12/03/2022] [Indexed: 06/17/2023]
Abstract
Thousands of people currently suffer from motor limitations caused by SCI and strokes, which impose personal and social challenges. These individuals may have a satisfactory recovery by applying functional electrical stimulation that enables the artificial restoration of grasping after a muscular conditioning period. This paper presents the STIMGRASP, a home-based functional electrical stimulator to be used as an assistive technology for users with tetraplegia or hemiplegia. The STIMGRASP is a microcontrolled stimulator with eight multiplexed and independent symmetric biphasic constant current output channels with USB and Bluetooth communication. The system generates pulses with frequency, width, and maximum amplitude set at 20 Hz, 300 µs/phase, and 40 mA (load of 1 kΩ), respectively. It is powered by a rechargeable lithium-ion battery of 3100 mAh, allowing more than 10 h of continuous use. The development of this system focused on portability, usability, and wearability, resulting in portable hardware with user-friendly mobile app control and an orthosis with electrodes, allowing the user to carry out muscle activation sequences for four grasp modes to use for achieving daily activities.
Collapse
|
7
|
Tringides CM, Mooney DJ. Materials for Implantable Surface Electrode Arrays: Current Status and Future Directions. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2022; 34:e2107207. [PMID: 34716730 DOI: 10.1002/adma.202107207] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 10/26/2021] [Indexed: 06/13/2023]
Abstract
Surface electrode arrays are mainly fabricated from rigid or elastic materials, and precisely manipulated ductile metal films, which offer limited stretchability. However, the living tissues to which they are applied are nonlinear viscoelastic materials, which can undergo significant mechanical deformation in dynamic biological environments. Further, the same arrays and compositions are often repurposed for vastly different tissues rather than optimizing the materials and mechanical properties of the implant for the target application. By first characterizing the desired biological environment, and then designing a technology for a particular organ, surface electrode arrays may be more conformable, and offer better interfaces to tissues while causing less damage. Here, the various materials used in each component of a surface electrode array are first reviewed, and then electrically active implants in three specific biological systems, the nervous system, the muscular system, and skin, are described. Finally, the fabrication of next-generation surface arrays that overcome current limitations is discussed.
Collapse
Affiliation(s)
- Christina M Tringides
- Harvard Program in Biophysics, Harvard University, Cambridge, MA, 02138, USA
- Harvard-MIT Division in Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Cambridge, MA, 02138, USA
| | - David J Mooney
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Cambridge, MA, 02138, USA
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA
| |
Collapse
|
8
|
Camacho-Zavala JK, Perez-Medina AL, Mercado-Gutierrez JA, Gutierrez MI, Gutierrez-Martinez J, Aguirre-Güemez AV, Quinzaños-Fresnedo J, Perez-Orive J. Personalized protocol and scoring scale for functional electrical stimulation of the hand: A pilot feasibility study. Technol Health Care 2022; 30:51-63. [PMID: 34397438 DOI: 10.3233/thc-213016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Complex personalized Functional Electrical Stimulation (FES) protocols for calibrating parameters and electrode positioning have been proposed, most being time-consuming or technically cumbersome for clinical settings. Therefore, there is a need for new personalized FES protocols that generate comfortable, functional hand movements, while being feasible for clinical translation. OBJECTIVE To develop a personalized FES protocol, comprising electrode placement and parameter selection, to generate hand opening (HO), power grasp (PW) and precision grip (PG) movements, and compare in a pilot feasibility study its performance to a non-personalized protocol based on standard FES guidelines. METHODS Two FES protocols, one personalized (P1) and one non-personalized (P2), were used to produce hand movements in twenty-three healthy participants. FES-induced movements were assessed with a new scoring scale which comprises items for selectivity, functionality, and comfort. RESULTS Higher FES-HSS scores were obtained with P1 for all movements: HO (p= 0.00013), PW (p= 0.00007), PG (p= 0.00460). Electrode placement time was significantly shorter for P2 (p= 0.00003). Comfort scores were similar for both protocols. CONCLUSIONS The personalized protocol for electrode placement and parameter selection enabled functional FES-induced hand movements and presented advantages over a non-personalized protocol. This protocol warrants further investigation to confirm its suitability for developing upper-limb rehabilitation interventions with clinical translational potential.
Collapse
Affiliation(s)
- Jessica K Camacho-Zavala
- Facultad de Ingeniería, Universidad Nacional Autónoma de México, Cd. de México, México
- Facultad de Ingeniería, Universidad Nacional Autónoma de México, Cd. de México, México
| | - Ana L Perez-Medina
- Facultad de Ingeniería, Universidad Nacional Autónoma de México, Cd. de México, México
- Facultad de Ingeniería, Universidad Nacional Autónoma de México, Cd. de México, México
| | - Jorge A Mercado-Gutierrez
- División de Investigación en Ingeniería Médica, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Cd. de México, México
| | - Mario I Gutierrez
- CONACYT-Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Cd. de México, México
| | - Josefina Gutierrez-Martinez
- División de Investigación en Ingeniería Médica, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Cd. de México, México
| | - A Valeria Aguirre-Güemez
- División de Rehabilitación Neurológica, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Cd. de México, México
| | - Jimena Quinzaños-Fresnedo
- División de Rehabilitación Neurológica, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Cd. de México, México
| | - Javier Perez-Orive
- Facultad de Ingeniería, Universidad Nacional Autónoma de México, Cd. de México, México
- División de Neurociencias, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Cd. de México, México
| |
Collapse
|
9
|
Shin H, Hawari MA, Hu X. Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation. IEEE J Biomed Health Inform 2021; 25:2575-2582. [PMID: 33259310 DOI: 10.1109/jbhi.2020.3041669] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Functional electrical stimulation (FES) is a common technique to elicit muscle contraction and help improve muscle strength. Traditional FES over the muscle belly typically only activates superficial muscle regions. In the case of hand FES, this prevents the activation of the deeper flexor muscles which control the distal finger joints. Here, we evaluated whether an alternative transcutaneous nerve-bundle stimulation approach can activate both superficial and deep extrinsic finger flexors using a high-density stimulation grid. METHODS Transverse ultrasound of the forearm muscles was used to obtain cross-sectional images of the underlying finger flexors during stimulated finger flexions and kinematically-matched voluntary motions. Finger kinematics were recorded, and an image registration method was used to capture the large deformation of the muscle regions during each flexion. This deformation was used as a surrogate measure of the contraction of muscle tissue, and the regions of expanding tissue can identify activated muscles. RESULTS The nerve-bundle stimulation elicited contractions in the superficial and deep finger flexors. Both separate and concurrent activation of these two muscles were observed. Joint kinematics of the fingers also matched the expected regions of muscle contractions. CONCLUSIONS Our results showed that the nerve-bundle stimulation technique can activate the deep extrinsic finger flexors, which are typically not accessible via traditional surface FES. SIGNIFICANCE Our nerve-bundle stimulation method enables us to produce the full range of motion of different joints necessary for various functional grasps, which could benefit future neuroprosthetic applications.
Collapse
|
10
|
RaviChandran N, Aw KC, McDaid A. Characterizing the Motor Points of Forearm Muscles for Dexterous Neuroprostheses. IEEE Trans Biomed Eng 2020; 67:50-59. [DOI: 10.1109/tbme.2019.2907926] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
11
|
Ciancibello J, King K, Meghrazi MA, Padmanaban S, Levy T, Ramdeo R, Straka M, Bouton C. Closed-loop neuromuscular electrical stimulation using feedforward-feedback control and textile electrodes to regulate grasp force in quadriplegia. Bioelectron Med 2019; 5:19. [PMID: 32232108 PMCID: PMC7098255 DOI: 10.1186/s42234-019-0034-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 10/14/2019] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Transcutaneous neuromuscular electrical stimulation is routinely used in physical rehabilitation and more recently in brain-computer interface applications for restoring movement in paralyzed limbs. Due to variable muscle responses to repeated or sustained stimulation, grasp force levels can change significantly over time. Here we develop and assess closed-loop methods to regulate individual finger forces to facilitate functional movement. We combined this approach with custom textile-based electrodes to form a light-weight, wearable device and evaluated in paralyzed study participants. METHODS A textile-based electrode sleeve was developed by the study team and Myant, Corp. (Toronto, ON, Canada) and evaluated in a study involving three able-body participants and two participants with quadriplegia. A feedforward-feedback control structure was designed and implemented to accurately maintain finger force levels in a quadriplegic study participant. RESULTS Individual finger flexion and extension movements, along with functional grasping, were evoked during neuromuscular electrical stimulation. Closed-loop control methods allowed accurate steady state performance (< 15% error) with a settling time of 0.67 s (SD = 0.42 s) for individual finger contact force in a participant with quadriplegia. CONCLUSIONS Textile-based electrodes were identified to be a feasible alternative to conventional electrodes and facilitated individual finger movement and functional grasping. Furthermore, closed-loop methods demonstrated accurate control of individual finger flexion force. This approach may be a viable solution for enabling grasp force regulation in quadriplegia. TRIAL REGISTRATION NCT, NCT03385005. Registered Dec. 28, 2017.
Collapse
Affiliation(s)
- John Ciancibello
- Feinstein Institute for Medical Research at Northwell Health, New York, USA
- Institute of Bioelectronic Medicine, Feinstein Institute for Medical Research, New York, USA
| | - Kevin King
- Feinstein Institute for Medical Research at Northwell Health, New York, USA
- Institute of Bioelectronic Medicine, Feinstein Institute for Medical Research, New York, USA
| | - Milad Alizadeh Meghrazi
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON Canada
- Myant Corp, Toronto, ON Canada
| | - Subash Padmanaban
- Feinstein Institute for Medical Research at Northwell Health, New York, USA
- Institute of Bioelectronic Medicine, Feinstein Institute for Medical Research, New York, USA
| | - Todd Levy
- Feinstein Institute for Medical Research at Northwell Health, New York, USA
- Institute of Bioelectronic Medicine, Feinstein Institute for Medical Research, New York, USA
| | - Richard Ramdeo
- Feinstein Institute for Medical Research at Northwell Health, New York, USA
- Institute of Bioelectronic Medicine, Feinstein Institute for Medical Research, New York, USA
| | - Malgorzata Straka
- Feinstein Institute for Medical Research at Northwell Health, New York, USA
- Institute of Bioelectronic Medicine, Feinstein Institute for Medical Research, New York, USA
| | - Chad Bouton
- Feinstein Institute for Medical Research at Northwell Health, New York, USA
- Institute of Bioelectronic Medicine, Feinstein Institute for Medical Research, New York, USA
| |
Collapse
|