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Goodarzi Z, Jamebozorgi AA, Irani A, Baghban AA, Daryabor A. Effect of visual biofeedback on fine motor function and activity daily of life in stroke patients: A pilot study. J Bodyw Mov Ther 2025; 41:109-114. [PMID: 39663075 DOI: 10.1016/j.jbmt.2024.11.011] [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: 08/16/2022] [Revised: 10/16/2024] [Accepted: 11/02/2024] [Indexed: 12/13/2024]
Abstract
INTRODUCTION Many stroke patients suffer from dysfunction in their upper limbs, which can lead to difficulties in performing activities of daily living (ADL) as well as social and work interactions. This is particularly true for patients whose dominant side has been affected. The aim of the current study was to explore how effective visual biofeedback could improve fine motor function in the hand and ADL for people suffering from a stroke. METHODS Ten individuals who had experienced a stroke with aged from 60 to 74 years old (mean: 64.3 years) were randomly divided into two groups. Patients in study group (n: 5) received 15 sessions of visual biofeedback therapy along with routine occupational therapy. Control group (n: 5) received only routine occupational therapy. Fine motor function was measured by Fugl Meyer Scale (FMS), box and block test (BBT), and Purdue pegboard test (PPBT). Also, ADL was measured by functional independence measure (FIM). These clinical outcomes were evaluated before, after, and 1.5 months following the interventions. RESULTS The results showed that the study group experienced a significant increase in fine motor function after receiving visual biofeedback, compared to the control group. The ADL also improved in both the study and control groups after the intervention, but there was no significant difference between the two groups during the intervention and follow-up stages for ADL. CONCLUSION It seems that combining biofeedback with routine occupational therapy could be a promising method to enhance fine motor function in individuals with stroke.
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Affiliation(s)
- Zahra Goodarzi
- Department of Occupational Therapy, School of Rehabilitation Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Ali Asghar Jamebozorgi
- Department of Occupational Therapy, School of Rehabilitation Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Ashkan Irani
- Department of Occupational Therapy, School of Rehabilitation Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Alireza Akbarzadeh Baghban
- Proteomics Research Center, Department of Biostatistics, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Aliyeh Daryabor
- Physiotherapy Research Center, Department of Orthotics and Prosthetics, School of Rehabilitation Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Lin HP, Xu Y, Zhang X, Woolley D, Zhao L, Liang W, Huang M, Cheng HJ, Zhang L, Wenderoth N. A usability study on mobile EMG-guided wrist extension training in subacute stroke patients-MyoGuide. J Neuroeng Rehabil 2024; 21:39. [PMID: 38515192 PMCID: PMC10956308 DOI: 10.1186/s12984-024-01334-9] [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: 10/23/2023] [Accepted: 03/07/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Effective stroke rehabilitation requires high-dose, repetitive-task training, especially during the early recovery phase. However, the usability of upper-limb rehabilitation technology in acute and subacute stroke survivors remains relatively unexplored. In this study, we introduce subacute stroke survivors to MyoGuide, a mobile training platform that employs surface electromyography (sEMG)-guided neurofeedback training that specifically targets wrist extension. Notably, the study emphasizes evaluating the platform's usability within clinical contexts. METHODS Seven subacute post-stroke patients (1 female, mean age 53.7 years, mean time post-stroke 58.9 days, mean duration per training session 48.9 min) and three therapists (one for eligibility screening, two for conducting training) participated in the study. Participants underwent ten days of supervised one-on-one wrist extension training with MyoGuide, which encompassed calibration, stability assessment, and dynamic tasks. All training records including the Level of Difficulty (LoD) and Stability Assessment Scores were recorded within the application. Usability was assessed through the System Usability Scale (SUS) and participants' willingness to continue home-based training was gauged through a self-developed survey post-training. Therapists also documented the daily performance of participants and the extent of support required. RESULTS The usability analysis yielded positive results, with a median SUS score of 82.5. Compared to the first session, participants significantly improved their performance at the final session as indicated by both the Stability Assessment Scores (p = 0.010, mean = 229.43, CI = [25.74-433.11]) and the LoD (p < 0.001; mean: 45.43, CI: [25.56-65.29]). The rate of progression differed based on the initial impairment levels of the patient. After training, participants expressed a keen interest in continuing home-based training. However, they also acknowledged challenges related to independently using the Myo armband and software. CONCLUSIONS This study introduces the MyoGuide training platform and demonstrates its usability in a clinical setting for stroke rehabilitation, with the assistance of a therapist. The findings support the potential of MyoGuide for wrist extension training in patients across a wide range of impairment levels. However, certain usability challenges, such as donning/doffing the armband and navigating the application, need to be addressed to enable independent MyoGuide training requiring only minimal supervision by a therapist.
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Affiliation(s)
- Hao-Ping Lin
- Singapore-ETH Centre, Future Health Technologies Programme, CREATE campus, 1 Create Way, CREATE Tower, #06-01, Singapore, 138602, Singapore
| | - Yang Xu
- Department of Rehabilitation, Shengjing Hospital of China Medical University, 16 Puhe Road, Shenyang, Liaoning, 110134, China
| | - Xue Zhang
- Department of Health Sciences and Technology, Neural Control of Movement Lab, ETH Zurich, Gloriastrasse 37/39 GLC G17.2, Zurich, 8092, Switzerland
| | - Daniel Woolley
- Department of Health Sciences and Technology, Neural Control of Movement Lab, ETH Zurich, Gloriastrasse 37/39 GLC G17.2, Zurich, 8092, Switzerland
| | - Lina Zhao
- Department of Rehabilitation, Shengjing Hospital of China Medical University, 16 Puhe Road, Shenyang, Liaoning, 110134, China
| | - Weidi Liang
- Department of Rehabilitation, Shengjing Hospital of China Medical University, 16 Puhe Road, Shenyang, Liaoning, 110134, China
| | - Mengdi Huang
- Department of Rehabilitation, Shengjing Hospital of China Medical University, 16 Puhe Road, Shenyang, Liaoning, 110134, China
| | - Hsiao-Ju Cheng
- Singapore-ETH Centre, Future Health Technologies Programme, CREATE campus, 1 Create Way, CREATE Tower, #06-01, Singapore, 138602, Singapore
| | - Lixin Zhang
- Department of Rehabilitation, Shengjing Hospital of China Medical University, 16 Puhe Road, Shenyang, Liaoning, 110134, China
| | - Nicole Wenderoth
- Singapore-ETH Centre, Future Health Technologies Programme, CREATE campus, 1 Create Way, CREATE Tower, #06-01, Singapore, 138602, Singapore.
- Department of Health Sciences and Technology, Neural Control of Movement Lab, ETH Zurich, Gloriastrasse 37/39 GLC G17.2, Zurich, 8092, Switzerland.
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Bonini-Rocha AC, de Andrade ALS, Santos Pereira RD, de Moraes AM, Matheus LBG, da Fonseca ST, Ribeiro ALDA, Martins WR. Biofeedback interventions for short term upper limb function following stroke: A systematic review with meta-analysis. J Hand Ther 2023; 36:693-705. [PMID: 35817688 DOI: 10.1016/j.jht.2022.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 02/20/2022] [Accepted: 05/23/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND Biofeedback has been used by rehabilitation professionals in the treatment of poststroke function impairments. PURPOSE Investigate the efficacy of any type of biofeedback intervention for the treatment of upper limb function in individuals following stroke. STUDY DESIGN Systematic review of literature with meta-analysis. METHODS Literature searches were conducted using MESH terms and text words in PubMed, Lilacs, Scielo, Scopus, PEDro, and Web of Science databases. The main outcome was improvement in upper limb's motor function and motor function in activities of daily living. We calculated the Mean Difference and Standardized Mean Difference for the assessment scales reported as primary outcome. The methodological quality of included studies was assessed using PEDro scale. The overall quality of the evidence was assessed using GRADE system. RESULTS From 1360 articles identified, 16 were included in the review (09 in the meta-analysis). Three forest plots of hemiparesis and one of hemiplegia showed that biofeedback therapy associated with conventional therapy has a greater improvement in participants upper limb motor function when compared to isolated conventional therapy. Two forest plots of hemiparesis and one of hemiplegia showed no superiority in participants improvement for biofeedback associated with conventional therapy when compared to isolated conventional therapy. CONCLUSION Biofeedback therapy associated with conventional therapy showed a small clinical effect when associated to conventional therapy and very low quality of evidence. Although further research with higher quality evidence is needed.
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Affiliation(s)
| | | | | | | | | | - Sérgio Teixeira da Fonseca
- Federal University of Minas Gerais, School of Physical Education, Physical Therapy and Occupational Therapy, Belo Horizonte, MG, Brazil
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Xu L, Gu H, Zhang Y. Research Hotspots of the Rehabilitation Medicine Use of sEMG in Recent 12 Years: A Bibliometric Analysis. J Pain Res 2022; 15:1365-1377. [PMID: 35592819 PMCID: PMC9112527 DOI: 10.2147/jpr.s364977] [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: 03/04/2022] [Accepted: 05/03/2022] [Indexed: 11/23/2022] Open
Abstract
Objective Surface electromyography (sEMG) has been widely applied to rehabilitation medicine. However, the bibliometric analysis of the rehabilitation medicine use of sEMG is vastly unknown. Therefore, this research aimed to investigate the current trends of the rehabilitation medicine use of sEMG in the recent 12 years by using CiteSpace (5.8). Methods Literature relating to rehabilitation medicine use of sEMG from 2010 to 2021 was retrieved from the Web of Science. CiteSpace analyzed country, institution, cited journals, authors, cited references and keywords. An analysis of counts and centrality was used to reveal publication outputs, countries, institutions, core journals, active authors, foundation references, hot topics and frontiers. Results A total of 1949 publications were retrieved from 2010 to 2021. The total number of publications continually increased over the past 12 years, and the most active countries, institutions, journals and authors in rehabilitation medicine use of sEMG were identified. The most productive country and institution in this field were America (484) and the University of Sao Paulo (36). Andersen LL (28) was the most prolific author, and Dario Farina ranked first among the cited authors. Besides, there were three main frontiers in keywords for sEMG research, including “activation”, “exercise”, and “strength”. Conclusion The findings from this bibliometric study provide the current status and trends in clinical research of rehabilitation medicine use of sEMG over the past ten years, which may help researchers identify hot topics and explore new directions for future research in this field.
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Affiliation(s)
- Liya Xu
- Faculty of Sports and Human Sciences, Beijing Sports University, Beijing, People’s Republic of China
| | - Hongyi Gu
- Faculty of Sports and Human Sciences, Beijing Sports University, Beijing, People’s Republic of China
| | - Yimin Zhang
- China Institute of sports and Health, Key Laboratory of sports and Physical Health Ministry of Education, Beijing Sports University, Beijing, People’s Republic of China
- Correspondence: Yimin Zhang, China Institute of sports and health, Key Laboratory of sports and physical health Ministry of Education, Beijing Sports University, Beijing, 100084, People’s Republic of China, Tel +86 13641108252, Email
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Gámez Santiago AB, Martínez Cáceres CM, Hernández-Morante JJ. Effectiveness of Intensively Applied Mirror Therapy in Older Patients with Post-Stroke Hemiplegia: A Preliminary Trial. Eur Neurol 2022; 85:291-299. [PMID: 35378544 DOI: 10.1159/000522413] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 01/30/2022] [Indexed: 11/19/2022]
Abstract
INTRODUCTION The present work was carried out to determine the effectiveness of neuromuscular stimulation triggered by mirror therapy (MT) in older patients with post-stroke hemiplegia by two different intervention protocols, either intensively or spaced. METHODS A preliminary trial conducted on Spanish rehabilitation centres was conducted. Forty older patients (>70 years) with diagnosed post-stroke hemiplegia were randomly distributed to intensive intervention group (5 times/week for 6 weeks) or to spaced intervention group (3 times/week for 10 weeks), which underwent a similar number of MT sessions (n = 30). Muscle strength and activity were measured at baseline and at the end of treatment. Functional ability was also evaluated. RESULTS Although both interventions improved muscle activity parameters, intensive MT showed a significantly and statistically higher intervention effect on electromyographic activity (p < 0.001) and muscle strength (p < 0.001) than the spaced over time protocol. Attending to the Barthel Index scores, the effect on functionality was also greater in the intensive therapy group (p < 0.001), although the functional improvement measured by the Fugl-Meyer test was similar (p = 0.235). The effect of the interventions was independent of age and clinical antecedents. CONCLUSION Intensive MT appears to be more effective than a more spaced over time therapy; therefore, at least in the older adults, this treatment protocol should be recommended in the post-stroke recovery of these patients. Further studies will confirm with certainty whether this treatment is the most suitable guideline for to treat these patients.
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A Deep Learning-Based Upper Limb Rehabilitation Exercise Status Identification System. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022. [DOI: 10.1007/s13369-022-06702-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Koiler R, Bakhshipour E, Glutting J, Lalime A, Kofa D, Getchell N. Repurposing an EMG Biofeedback Device for Gait Rehabilitation: Development, Validity and Reliability. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:6460. [PMID: 34203676 PMCID: PMC8296262 DOI: 10.3390/ijerph18126460] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 06/09/2021] [Accepted: 06/11/2021] [Indexed: 11/17/2022]
Abstract
Gait impairment often limits physical activity and negatively impacts quality of life. EMG-Biofeedback (EMG-BFB), one of the more effective interventions for improving gait impairment, has been limited to laboratory use due to system costs and technical requirements, and has therefore not been tested on a larger scale. In our research, we aimed to develop and validate a cost-effective, commercially available EMG-BFB device for home- and community-based use. We began by repurposing mTrigger® (mTrigger LLC, Newark, DE, USA), a cost-effective, portable EMG-BFB device, for gait application. This included developing features in the cellphone app such as step feedback, success rate, muscle activity calibration, and cloud integration. Next, we tested the validity and reliability of the mTrigger device in healthy adults by comparing it to a laboratory-grade EMG system. While wearing both devices, 32 adults walked overground and on a treadmill at four speeds (0.3, 0.6, 0.9, and 1.2 m/s). Statistical analysis revealed good to excellent test-retest reliability (r > 0.89) and good to excellent agreement in the detection of steps (ICC > 0.85) at all speeds between two systems for treadmill walking. Our results indicated that mTrigger compared favorably to a laboratory-grade EMG system in the ability to assess muscular activity and to provide biofeedback during walking in healthy adults.
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Affiliation(s)
- Reza Koiler
- Biomechanics and Movement Science Interdisciplinary Program, University of Delaware, Newark, DE 19716, USA; (E.B.); (N.G.)
| | - Elham Bakhshipour
- Biomechanics and Movement Science Interdisciplinary Program, University of Delaware, Newark, DE 19716, USA; (E.B.); (N.G.)
| | - Joseph Glutting
- School of Education, University of Delaware, Newark, DE 19716, USA;
| | - Amy Lalime
- Product & Marketing Manager, mTrigger, LLC, Newark, DE 19713, USA;
| | - Dexter Kofa
- Dexter Kofa, Mobile App Developer, Philadelphia, PA 19120, USA;
| | - Nancy Getchell
- Biomechanics and Movement Science Interdisciplinary Program, University of Delaware, Newark, DE 19716, USA; (E.B.); (N.G.)
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE 19716, USA
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Yassin MM, Saber AM, Saad MN, Said AM, Khalifa AM. Developing a Low-cost, smart, handheld electromyography biofeedback system for telerehabilitation with Clinical Evaluation. MEDICINE IN NOVEL TECHNOLOGY AND DEVICES 2021. [DOI: 10.1016/j.medntd.2020.100056] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
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Wu ZX, Wang C, Huang Z, Liu XH, Shen M. Wrist-hand extension function recovery in spastic hemiplegia patient by botulinum toxin injection plus surface electromyography biofeedback therapy: A case report. Medicine (Baltimore) 2021; 100:e25252. [PMID: 33832085 PMCID: PMC8036039 DOI: 10.1097/md.0000000000025252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 03/04/2021] [Indexed: 01/05/2023] Open
Abstract
RATIONALE Wrist-hand extension function rehabilitation is a vital and difficult part of hand function recovery in spastic stroke patients. Although botulinum toxin type A (BoNTA) injection plus post injection therapy was applied to the wrist-hand rehabilitation in previous reports, conclusion was inconsistent in promoting function. For this phenomenon, proper selection of patients for BoNTA injection and correct choice of post-injection intervention could be the crucial factors for the function recovery. PATIENT CONCERNS We reported a 46-year-old male suffered a spastic hemiplegia with wrist- hand extension deficit. DIAGNOSES Computed tomography showed cerebral hemorrhage in the left basal ganglia region. INTERVENTIONS Four hundred units of BoNTA were injected into the spasticity flexors, and four-week post injection surface electromyography (sEMG) biofeedback therapy was applied to the patient. OUTCOMES The patient exhibited post-intervention improvement in wrist-hand extensors performance (strength, range of motion, sEMG signals), the flexors spasticity, and upper extremity function. LESSONS The present case showed that 4-week of BoNTA injection plus sEMG biofeedback exercise improved the performance and function of wrist-hand extensors in the patient for short- and long-term. Proper selection of patients for BoNTA injection and correct choice of post injection exercise could play a vital role in the hand rehabilitation for patient with spastic hemiplegia.
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R. R, K. R, S.J. T. Deep learning and machine learning techniques to improve hand movement classification in myoelectric control system. Biocybern Biomed Eng 2021. [DOI: 10.1016/j.bbe.2021.03.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Wang Y, Wu Q, Dey N, Fong S, Ashour AS. Deep back propagation–long short-term memory network based upper-limb sEMG signal classification for automated rehabilitation. Biocybern Biomed Eng 2020. [DOI: 10.1016/j.bbe.2020.05.003] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Pitou S, Michael B, Thompson K, Howard M. Hand-Made Embroidered Electromyography: Towards a Solution for Low-Income Countries. SENSORS 2020; 20:s20123347. [PMID: 32545636 PMCID: PMC7349794 DOI: 10.3390/s20123347] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 05/26/2020] [Accepted: 06/02/2020] [Indexed: 02/05/2023]
Abstract
Surface electromyography is used for non-invasive evaluations of the neuromuscular system and conventionally involves electrodes placed on the skin to collect electrical signals associated with muscle activity. Recently, embroidered electrodes have been presented as a low-cost alternative to the current commercial solutions. However, the high cost of equipment used in their fabrication forms a barrier to deployment. To address this, this paper presents the first study into the hand-sewing of electrodes for surface electromyography to assess its feasibility as an affordable, alternative means of production. In experiments reported here, batches of hand-sewn electrodes from six novice embroiderers are tested for (i) manufacturing consistency, and (ii) myographic data acquisition against conventional gelled and machine-sewn electrodes. First, the electrical properties of the created electrodes are assessed through simple resistance measurements. Then, linear regression is performed using electromyography data to test if force-variation detection is feasible. The results demonstrate that hand-sewn electrodes provide similar sensitivity to force variation as their machine-sewn counterparts according to the linear regression gradients calculated (8.84 using the hand-sewn electrodes and 9.38 using the machine-sewn electrodes, on the flexor muscles of the forearm). This suggests that hand-made, low-cost textile interfaces could be deployed using local production in developing economies.
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Affiliation(s)
- Samuel Pitou
- Centre for Robotics Research, Department of Engineering, King’s College London, London WC2R 2LS, UK; (B.M.); (M.H.)
- Correspondence:
| | - Brendan Michael
- Centre for Robotics Research, Department of Engineering, King’s College London, London WC2R 2LS, UK; (B.M.); (M.H.)
| | | | - Matthew Howard
- Centre for Robotics Research, Department of Engineering, King’s College London, London WC2R 2LS, UK; (B.M.); (M.H.)
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