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Ledoux ED, Kumar NS, Barth EJ. Design, modeling, and preliminary evaluation of a simple wrist-hand stretching orthosis for neurologically impaired patients. WEARABLE TECHNOLOGIES 2024; 5:e19. [PMID: 39811478 PMCID: PMC11729525 DOI: 10.1017/wtc.2024.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 09/30/2024] [Accepted: 10/12/2024] [Indexed: 01/16/2025]
Abstract
This work studies upper-limb impairment resulting from stroke or traumatic brain injury and presents a simple technological solution for a subset of patients: a soft, active stretching aid for at-home use. To better understand the issues associated with existing associated rehabilitation devices, customer discovery conversations were conducted with 153 people in the healthcare ecosystem (60 patients, 30 caregivers, and 63 medical providers). These patients fell into two populations: spastic (stiff, clenched hands) and flaccid (limp hands). Focusing on the first category, a set of design constraints was developed based on the information collected from the customer discovery. With these constraints in mind, a powered wrist-hand stretching orthosis (exoskeleton) was designed and prototyped as a preclinical study (T0 basic science research) to aid in recovery. The orthosis was tested on two patients for proof-of-concept, one survivor of stroke and one of traumatic brain injury. The prototype was able to consistently open both patients' hands. A mathematical model was developed to characterize joint stiffness based on experimental testing. Donning and doffing times for the prototype averaged 76 and 12.5 s, respectively, for each subject unassisted. This compared favorably to times shown in the literature. This device benefits from simple construction and low-cost materials and is envisioned to become a therapy device accessible to patients in the home. This work lays the foundation for phase 1 clinical trials and further device development.
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Affiliation(s)
- Elissa D. Ledoux
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
- Department of Engineering Technology, Middle Tennessee State University, Murfreesboro, TN, USA
| | - Nithin S. Kumar
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Eric J. Barth
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
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Ledoux ED, Barth EJ. Design, modeling, and preliminary evaluation of a 3D-printed wrist-hand grasping orthosis for stroke survivors. WEARABLE TECHNOLOGIES 2024; 5:e12. [PMID: 39575325 PMCID: PMC11579884 DOI: 10.1017/wtc.2024.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 07/26/2024] [Accepted: 08/20/2024] [Indexed: 11/24/2024]
Abstract
Stroke causes neurological and physical impairment in millions of people around the world every year. To better comprehend the upper-limb needs and challenges stroke survivors face and the issues associated with existing technology and formulate ideas for a technological solution, the authors conversed with 153 members of the ecosystem (60 neuro patients, 30 caregivers, and 63 medical providers). Patients fell into two populations depending on their upper-limb impairment: spastic (stiff, clenched hands) and flaccid (limp hands). For this work, the authors chose to focus on the second category and developed a set of design constraints based on the information collected through customer discovery. With these in mind, they designed and prototyped a 3D-printed powered wrist-hand grasping orthosis (exoskeleton) to aid in recovery. The orthosis is easily custom-sized based on two parameters and derived anatomical relationships. The researchers tested the prototype on a survivor of stroke and modeled the kinematic behavior of the orthosis with and without load. The prototype neared or exceeded the target design constraints and was able to grasp objects consistently and stably, as well as exercise the patients' hands. In particular, donning time was only 42 s, as compared to the next fastest time of 3 min reported in literature. This device has the potential for effective neurorehabilitation in a home setting, and it lays the foundation for clinical trials and further device development.
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Affiliation(s)
- Elissa D. Ledoux
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
- Department of Engineering Technology, Middle Tennessee State University, Murfreesboro, TN, USA
| | - Eric J. Barth
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
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Li K, Zhang D, Chu Y, Zhao X, Ren S, Hou X. A Pneumatic Soft Exoskeleton System Based on Segmented Composite Proprioceptive Bending Actuators for Hand Rehabilitation. Biomimetics (Basel) 2024; 9:638. [PMID: 39451844 PMCID: PMC11506789 DOI: 10.3390/biomimetics9100638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 10/15/2024] [Accepted: 10/16/2024] [Indexed: 10/26/2024] Open
Abstract
Soft pneumatic actuators/robotics have received significant interest in the medical and health fields, due to their intrinsic elasticity and simple control strategies for enabling desired interactions. However, current soft hand pneumatic exoskeletons often exhibit uniform deformation, mismatch the profile of the interacting objects, and seldom quantify the assistive effects during activities of daily life (ADL), such as extension angle and predicted joint stiffness. The lack of quantification poses challenges to the effective and sustainable advancement of rehabilitation technology. This paper introduces the design, modeling, and testing of pneumatic bioinspired segmented composite proprioceptive bending actuators (SCPBAs) for hand rehabilitation in ADL tasks. Inspired by human finger anatomy, the actuator's soft-joint-rigid-bone segmented structure provides a superior fit compared to continuous structures in traditional fiber-reinforced actuators (FRAs). A quasi-static model is established to predict the bending angles based on geometric parameters. Quantitative evaluations of predicted joint stiffness and extension angle utilizing proprioceptive bending are performed. Additionally, a soft under-actuated hand exoskeleton equipped with SCPBAs demonstrates their potential in ADL rehabilitation scenarios.
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Affiliation(s)
- Kai Li
- The State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China; (K.L.); (X.Z.); (S.R.); (X.H.)
- The Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Daohui Zhang
- The State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China; (K.L.); (X.Z.); (S.R.); (X.H.)
- The Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
| | - Yaqi Chu
- The State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China; (K.L.); (X.Z.); (S.R.); (X.H.)
- The Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
| | - Xingang Zhao
- The State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China; (K.L.); (X.Z.); (S.R.); (X.H.)
- The Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
| | - Shuheng Ren
- The State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China; (K.L.); (X.Z.); (S.R.); (X.H.)
- The Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xudong Hou
- The State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China; (K.L.); (X.Z.); (S.R.); (X.H.)
- The Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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Kottink AIR, Nikamp CDM, Bos FP, van der Sluis CK, van den Broek M, Onneweer B, . Stolwijk-Swüste JM, Brink SM, Voet NBM, Rietman JS, Prange-Lasonder GB. Therapy effect on hand function after home use of a wearable assistive soft-robotic glove supporting grip strength. PLoS One 2024; 19:e0306713. [PMID: 38990858 PMCID: PMC11239026 DOI: 10.1371/journal.pone.0306713] [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] [Received: 11/14/2023] [Accepted: 06/20/2024] [Indexed: 07/13/2024] Open
Abstract
BACKGROUND Soft-robotic gloves with an assist-as-needed control have the ability to assist daily activities where needed, while stimulating active and highly functional movements within the user's possibilities. Employment of hand activities with glove support might act as training for unsupported hand function. OBJECTIVE To evaluate the therapeutic effect of a grip-supporting soft-robotic glove as an assistive device at home during daily activities. METHODS This multicentre intervention trial consisted of 3 pre-assessments (averaged if steady state = PRE), one post-assessment (POST), and one follow-up assessment (FU). Participants with chronic hand function limitations were included. Participants used the Carbonhand glove during six weeks in their home environment on their most affected hand. They were free to choose which activities to use the glove with and for how long. The primary outcome measure was grip strength, secondary outcome measures were pinch strength, hand function and glove use time. RESULTS 63 patients with limitations in hand function resulting from various disorders were included. Significant improvements (difference PRE-POST) were found for grip strength (+1.9 kg, CI 0.8 to 3.1; p = 0.002) and hand function, as measured by Jebson-Taylor Hand Function Test (-7.7 s, CI -13.4 to -1.9; p = 0.002) and Action Research Arm Test (+1.0 point, IQR 2.0; p≤0.001). Improvements persisted at FU. Pinch strength improved slightly in all fingers over six-week glove use, however these differences didn't achieve significance. Participants used the soft-robotic glove for a total average of 33.0 hours (SD 35.3), equivalent to 330 min/week (SD 354) or 47 min/day (SD 51). No serious adverse events occurred. CONCLUSION The present findings showed that six weeks use of a grip-supporting soft-robotic glove as an assistive device at home resulted in a therapeutic effect on unsupported grip strength and hand function. The glove use time also showed that this wearable, lightweight glove was able to assist participants with the performance of daily tasks for prolonged periods.
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Affiliation(s)
- Anke I. R. Kottink
- Roessingh Research and Development, Enschede, The Netherlands
- Department of Biomechanical Engineering, University of Twente, Enschede, The Netherlands
| | - Corien D. M. Nikamp
- Roessingh Research and Development, Enschede, The Netherlands
- Department of Biomedical Signals and Systems, University of Twente, Enschede, The Netherlands
| | - Foskea P. Bos
- Reade, Center for Rehabilitation and Rheumatology, Amsterdam, The Netherlands
| | - Corry K. van der Sluis
- Department of Rehabilitation Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | | | - Bram Onneweer
- Rijndam Rehabilitation, Rotterdam, The Netherlands
- Department of Rehabilitation Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Janneke M. . Stolwijk-Swüste
- De Hoogstraat Rehabilitation, Utrecht, The Netherlands
- Centre of Excellence for Rehabilitation Medicine, Brain Centre Rudolf Magnus, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Sander M. Brink
- Department of Rehabilitation Medicine, Isala, Zwolle, The Netherlands
| | - Nicoline B. M. Voet
- Rehabilitation Centre Klimmendaal, Arnhem, The Netherlands
- Department of Rehabilitation, Donders Institute for Brain, Radboud University Medical Centre, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Johan S. Rietman
- Roessingh Research and Development, Enschede, The Netherlands
- Department of Biomechanical Engineering, University of Twente, Enschede, The Netherlands
- Roessingh Centre for Rehabilitation, Enschede, The Netherlands
| | - Gerdienke B. Prange-Lasonder
- Roessingh Research and Development, Enschede, The Netherlands
- Department of Biomechanical Engineering, University of Twente, Enschede, The Netherlands
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Manero A, Rivera V, Fu Q, Schwartzman JD, Prock-Gibbs H, Shah N, Gandhi D, White E, Crawford KE, Coathup MJ. Emerging Medical Technologies and Their Use in Bionic Repair and Human Augmentation. Bioengineering (Basel) 2024; 11:695. [PMID: 39061777 PMCID: PMC11274085 DOI: 10.3390/bioengineering11070695] [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: 06/13/2024] [Revised: 07/04/2024] [Accepted: 07/07/2024] [Indexed: 07/28/2024] Open
Abstract
As both the proportion of older people and the length of life increases globally, a rise in age-related degenerative diseases, disability, and prolonged dependency is projected. However, more sophisticated biomedical materials, as well as an improved understanding of human disease, is forecast to revolutionize the diagnosis and treatment of conditions ranging from osteoarthritis to Alzheimer's disease as well as impact disease prevention. Another, albeit quieter, revolution is also taking place within society: human augmentation. In this context, humans seek to improve themselves, metamorphosing through self-discipline or more recently, through use of emerging medical technologies, with the goal of transcending aging and mortality. In this review, and in the pursuit of improved medical care following aging, disease, disability, or injury, we first highlight cutting-edge and emerging materials-based neuroprosthetic technologies designed to restore limb or organ function. We highlight the potential for these technologies to be utilized to augment human performance beyond the range of natural performance. We discuss and explore the growing social movement of human augmentation and the idea that it is possible and desirable to use emerging technologies to push the boundaries of what it means to be a healthy human into the realm of superhuman performance and intelligence. This potential future capability is contrasted with limitations in the right-to-repair legislation, which may create challenges for patients. Now is the time for continued discussion of the ethical strategies for research, implementation, and long-term device sustainability or repair.
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Affiliation(s)
- Albert Manero
- Limbitless Solutions, University of Central Florida, 12703 Research Parkway, Suite 100, Orlando, FL 32826, USA (V.R.)
- Biionix Cluster, University of Central Florida, Orlando, FL 32827, USA; (Q.F.); (K.E.C.)
| | - Viviana Rivera
- Limbitless Solutions, University of Central Florida, 12703 Research Parkway, Suite 100, Orlando, FL 32826, USA (V.R.)
| | - Qiushi Fu
- Biionix Cluster, University of Central Florida, Orlando, FL 32827, USA; (Q.F.); (K.E.C.)
- Department of Mechanical and Aerospace Engineering, University of Central Florida, Orlando, FL 32816, USA
| | - Jonathan D. Schwartzman
- College of Medicine, University of Central Florida, Orlando, FL 32827, USA; (J.D.S.); (H.P.-G.); (N.S.); (D.G.); (E.W.)
| | - Hannah Prock-Gibbs
- College of Medicine, University of Central Florida, Orlando, FL 32827, USA; (J.D.S.); (H.P.-G.); (N.S.); (D.G.); (E.W.)
| | - Neel Shah
- College of Medicine, University of Central Florida, Orlando, FL 32827, USA; (J.D.S.); (H.P.-G.); (N.S.); (D.G.); (E.W.)
| | - Deep Gandhi
- College of Medicine, University of Central Florida, Orlando, FL 32827, USA; (J.D.S.); (H.P.-G.); (N.S.); (D.G.); (E.W.)
| | - Evan White
- College of Medicine, University of Central Florida, Orlando, FL 32827, USA; (J.D.S.); (H.P.-G.); (N.S.); (D.G.); (E.W.)
| | - Kaitlyn E. Crawford
- Biionix Cluster, University of Central Florida, Orlando, FL 32827, USA; (Q.F.); (K.E.C.)
- Department of Materials Science and Engineering, University of Central Florida, Orlando, FL 32816, USA
| | - Melanie J. Coathup
- Biionix Cluster, University of Central Florida, Orlando, FL 32827, USA; (Q.F.); (K.E.C.)
- College of Medicine, University of Central Florida, Orlando, FL 32827, USA; (J.D.S.); (H.P.-G.); (N.S.); (D.G.); (E.W.)
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Jiryaei Z, Jafarpisheh AS. The usefulness of assistive soft robotics in the rehabilitation of patients with hand impairment: A systematic review. J Bodyw Mov Ther 2024; 39:398-409. [PMID: 38876658 DOI: 10.1016/j.jbmt.2024.02.025] [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: 03/30/2023] [Revised: 11/29/2023] [Accepted: 02/25/2024] [Indexed: 06/16/2024]
Abstract
INTRODUCTION Loss of hand function causes severe limitations in activity in daily living. The hand-soft robot is one of the methods that has recently been growing to increase the patient's independence. The purpose of the present systematic review was to provide a classification, a comparison, and a design overview of mechanisms and the efficacy of the soft hand robots to help researchers approach this field. METHODS The literature research regarding such tools was conducted in PubMed, Google Scholar, Science Direct, and Cochrane Central Register for Controlled Trials. We included peer-reviewed studies that considered a soft robot glove as an assistive device to provide function. The two investigators screened the titles and abstracts, then independently reviewed the full-text articles. Disagreements about inclusion were resolved by consensus or a third reviewer. RESULTS A total of 15 articles were identified, describing 210 participants (23 healthy subjects). The tools were in three categories according to their actuation type (pneumatic system, cable-driven, another design). The most critical outcomes in studies included functional tasks (fourteen studies), grip strength (four studies), range of motion (ROM) (five studies), and user satisfaction (five studies). DISCUSSION Function and grip parameters are the most common critical parameters for tests of hand robots. Cable-driven transmission and soft pneumatic actuators are the most common choices for the actuation unit. Radder et al. study had the highest grade from other studies. That was the only RCT among studies. CONCLUSION Although few soft robotic gloves can be considered ready to reach the market, it seems these tools have the potential to be practical for people with a disability. But, we lack consistent evidence of comparing two or more soft robot gloves on the hand functions. Future research needs to assess the effect of soft robotic gloves on people with hand disorders with more populations.
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Affiliation(s)
- Zahra Jiryaei
- Rehabilitation Research Center, Department of Orthotics and Prosthetics, School of Rehabilitation Sciences, Iran University of Medical Science, Tehran, Iran
| | - Amir Salar Jafarpisheh
- Department of Ergonomics, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran.
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Talhan A, Yoo Y, Cooperstock JR. Soft Pneumatic Haptic Wearable to Create the Illusion of Human Touch. IEEE TRANSACTIONS ON HAPTICS 2024; 17:177-190. [PMID: 37581970 DOI: 10.1109/toh.2023.3305495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
The ability to deliver sensations of human-like touch within virtual reality remains an important challenge to immersive, realistic experiences. Since conventional haptic actuators impart distinctively unnatural effects, we instead tackle this challenge through the design of a rendering mechanism using soft pneumatic actuators (SPA), embedded within a wearable jacket. The resulting system is then evaluated for its ability to mimic realistic touch gesture sensations of grab, touch, tap, and tickle as performed by human fingertips. The results of our experiments indicate that the stimuli produced by our design were reasonably effective in presenting realistic human-generated sensations.
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Huaroto JJ, Suarez E, Kim W, Vela EA. Leveraging pleat folds and soft compliant elements in inflatable fabric beams. Front Robot AI 2024; 10:1267642. [PMID: 38283800 PMCID: PMC10822686 DOI: 10.3389/frobt.2023.1267642] [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: 07/26/2023] [Accepted: 12/13/2023] [Indexed: 01/30/2024] Open
Abstract
Inflatable fabric beams (IFBs) integrating pleat folds can generate complex motion by modifying the pleat characteristics (e.g., dimensions, orientations). However, the capability of the IFB to return to the folded configuration relies upon the elasticity of the fabrics, requiring additional pressure inputs or complementary mechanisms. Using soft compliant elements (SCEs) assembled onto pleat folds is an appealing approach to improving the IFB elasticity and providing a range of spatial configurations when pressurized. This study introduces an actuator comprising an IFB with pleat folds and SCEs. By methodologically assembling the SCEs onto the pleat folds, we constrain the IFB unfolding to achieve out-of-plane motion at 5 kPa. Besides, the proposed actuator can generate angular displacement by regulating the input pressure (> 5 kPa). A matrix-based representation and model are proposed to analyze the actuator motion. We experimentally study the actuator's angular displacement by modifying SCE shapes, fold dimensions, and assembly distances of SCEs. Moreover, we analyze the effects of incorporating two SCEs onto a pleat fold. Our results show that the actuator motion can be tuned by integrating SCEs with different stiffness and varying the pleat fold dimensions. In addition, we demonstrate that the integration of two SCEs onto the pleat fold permits the actuator to return to its folded configuration when depressurized. In order to demonstrate the versatility of the proposed actuator, we devise and conduct experiments showcasing the implementation of a planar serial manipulator and a soft gripper with two grasping modalities.
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Affiliation(s)
- Juan J. Huaroto
- Department of Mechanical Engineering, Universidad Nacional de Ingenieria, Lima, Peru
| | - Etsel Suarez
- Department of Mechanical Engineering, Universidad Nacional de Ingenieria, Lima, Peru
| | - Wangdo Kim
- Department of Mechanical Engineering, Universidad de Ingenieria y Tecnologia—UTEC, Lima, Peru
| | - Emir A. Vela
- Department of Mechanical Engineering, Universidad de Ingenieria y Tecnologia—UTEC, Lima, Peru
- Research Center in Bioengineering, Universidad de Ingenieria y Tecnologia—UTEC, Lima, Peru
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Huang Y, Yang B, Wong TWL, Ng SSM, Hu X. Personalized robots for long-term telerehabilitation after stroke: a perspective on technological readiness and clinical translation. FRONTIERS IN REHABILITATION SCIENCES 2024; 4:1329927. [PMID: 38259875 PMCID: PMC10800453 DOI: 10.3389/fresc.2023.1329927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 12/21/2023] [Indexed: 01/24/2024]
Abstract
Stroke rehabilitation, which demands consistent, intensive, and adaptable intervention in the long term, faced significant challenges due to the COVID-19 pandemic. During this time, telerehabilitation emerged as a noteworthy complement to traditional rehabilitation services, offering the convenience of at-home care delivery and overcoming geographical and resource limitations. Self-help rehabilitation robots deliver repetitive and intensive physical assistance, thereby alleviating the labor burden. However, robots have rarely demonstrated long-term readiness for poststroke telerehabilitation services. The transition from research trials to general clinical services presents several challenges that may undermine the rehabilitative gains observed in these studies. This perspective discusses the technological readiness of personal use robots in the context of telerehabilitation and identifies the potential challenges for their clinical translation. The goal is to leverage technology to seamlessly integrate it into standard clinical workflows, ultimately enhancing the outcomes of stroke rehabilitation.
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Affiliation(s)
- Yanhuan Huang
- Department of Biomedical Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Bibo Yang
- Department of Biomedical Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Thomson Wai-Lung Wong
- Department of Rehabilitation Sciences, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Shamay S. M. Ng
- Department of Rehabilitation Sciences, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Xiaoling Hu
- Department of Biomedical Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
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Bhat A, Jaipurkar SS, Low LT, Yeow RCH. Reconfigurable Soft Pneumatic Actuators Using Extensible Fabric-Based Skins. Soft Robot 2023; 10:923-936. [PMID: 37042707 DOI: 10.1089/soro.2022.0089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2023] Open
Abstract
The development of the field of soft robotics has led to the exploration of novel techniques to manufacture soft actuators, which provide distinct advantages for wearable assistive robotics. One subset of these soft pneumatic actuators is conventionally developed from silicone, fabrics, and thermoplastic polyurethane (TPU). Each of these materials in isolation possesses limitations of low-stress capacity, low-design complexity, and high-input pressure requirements, respectively. Combining these materials can overcome some limitations and maintain their desirable properties. In this article, we explore one such composite design scheme using a combination of silicone polymer-based bladder and reconfigurable fabric skin made from an anisotropic extensible fabric. The silicone polymer bladder acts as the hermetic seal, while this skin acts as the constraint. Bending and torsional actuators were designed utilizing the anisotropy of these fabrics. The torsional actuator designs can achieve over 540° of twist, significantly larger than previously reported in the literature, owing to the lower mechanical impedance of the extensible fabrics. Actuators with 360° of bending were also fabricated using this method. In addition, the lack of TPU-backed or inextensible fabrics reduces the actuator's stiffness, leading to lower actuation pressures. Skin-based designs also confer the advantage of modularity, reconfigurability, and the ability to achieve complex motions by tuning the properties of the bladder and the skin. For applications with high-force requirements, such as wearable exoskeletons, we demonstrate the utility of multilayer design schemes. A multilayer bending actuator generated 190 N of force at 100 kPa and was shown to be a candidate for wearable assistive devices. In addition, torsional designs were shown to have utility in practical scenarios such as screwing on a bottle cap and turning knobs. Thus, we present a novel fabric-skin-based design concept that is highly versatile and customizable for various application requirements.
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Affiliation(s)
- Ajinkya Bhat
- Evolution Innovation Laboratory, National University of Singapore, Singapore, Singapore
- Integrated Science and Engineering Program (ISEP), National University of Singapore, Singapore, Singapore
| | - Shobhit Sandeep Jaipurkar
- Evolution Innovation Laboratory, National University of Singapore, Singapore, Singapore
- Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore
| | - Li Ting Low
- Evolution Innovation Laboratory, National University of Singapore, Singapore, Singapore
- Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore
| | - Raye Chen-Hua Yeow
- Evolution Innovation Laboratory, National University of Singapore, Singapore, Singapore
- Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore
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Cisek K, Kelleher JD. Current Topics in Technology-Enabled Stroke Rehabilitation and Reintegration: A Scoping Review and Content Analysis. IEEE Trans Neural Syst Rehabil Eng 2023; 31:3341-3352. [PMID: 37578924 DOI: 10.1109/tnsre.2023.3304758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2023]
Abstract
BACKGROUND There is a worldwide health crisis stemming from the rising incidence of various debilitating chronic diseases, with stroke as a leading contributor. Chronic stroke management encompasses rehabilitation and reintegration, and can require decades of personalized medicine and care. Information technology (IT) tools have the potential to support individuals managing chronic stroke symptoms. OBJECTIVES This scoping review identifies prevalent topics and concepts in research literature on IT technology for stroke rehabilitation and reintegration, utilizing content analysis, based on topic modelling techniques from natural language processing to identify gaps in this literature. ELIGIBILITY CRITERIA Our methodological search initially identified over 14,000 publications of the last two decades in the Web of Science and Scopus databases, which we filter, using keywords and a qualitative review, to a core corpus of 1062 documents. RESULTS We generate a 3-topic, 4-topic and 5-topic model and interpret the resulting topics as four distinct thematics in the literature, which we label as Robotics, Software, Functional and Cognitive. We analyze the prevalence and distinctiveness of each thematic and identify some areas relatively neglected by the field. These are mainly in the Cognitive thematic, especially for systems and devices for sensory loss rehabilitation, tasks of daily living performance and social participation. CONCLUSION The results indicate that IT-enabled stroke literature has focused on Functional outcomes and Robotic technologies, with lesser emphasis on Cognitive outcomes and combined interventions. We hope this review broadens awareness, usage and mainstream acceptance of novel technologies in rehabilitation and reintegration among clinicians, carers and patients.
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Qing W, Nam CY, Shum HMH, Chan MKL, Yu KP, Ng SSW, Yang B, Hu X. The Translation of Mobile-Exoneuromusculoskeleton-Assisted Wrist-Hand Poststroke Telerehabilitation from Laboratory to Clinical Service. Bioengineering (Basel) 2023; 10:976. [PMID: 37627861 PMCID: PMC10451942 DOI: 10.3390/bioengineering10080976] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/14/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
Rehabilitation robots are helpful in poststroke telerehabilitation; however, their feasibility and rehabilitation effectiveness in clinical settings have not been sufficiently investigated. A non-randomized controlled trial was conducted to investigate the feasibility of translating a telerehabilitation program assisted by a mobile wrist/hand exoneuromusculoskeleton (WH-ENMS) into routine clinical services and to compare the rehabilitative effects achieved in the hospital-service-based group (n = 12, clinic group) with the laboratory-research-based group (n = 12, lab group). Both groups showed significant improvements (p ≤ 0.05) in clinical assessments of behavioral motor functions and in muscular coordination and kinematic evaluations after the training and at the 3-month follow-up, with the lab group demonstrating better motor gains than the clinic group (p ≤ 0.05). The results indicated that the WH-ENMS-assisted tele-program was feasible and effective for upper limb rehabilitation when integrated into routine practice, and the quality of patient-operator interactions physically and remotely affected the rehabilitative outcomes.
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Affiliation(s)
- Wanyi Qing
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong
| | - Ching-Yi Nam
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong
| | - Harvey Man-Hok Shum
- Community Rehabilitation Service Support Centre, Queen Elizabeth Hospital, Hong Kong
| | - Marko Ka-Leung Chan
- Community Rehabilitation Service Support Centre, Queen Elizabeth Hospital, Hong Kong
| | - King-Pong Yu
- Community Rehabilitation Service Support Centre, Queen Elizabeth Hospital, Hong Kong
| | - Serena Sin-Wah Ng
- Community Rehabilitation Service Support Centre, Queen Elizabeth Hospital, Hong Kong
| | - Bibo Yang
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong
| | - Xiaoling Hu
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong
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13
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Hernandez-Barraza L, Fraiszudeen A, Yuan Lee DL, Chen-Hua Yeow R. Development of a novel hybrid securing actuator for a self-securing soft robotic hand exoskeleton. Front Robot AI 2023; 10:1164819. [PMID: 37559571 PMCID: PMC10408296 DOI: 10.3389/frobt.2023.1164819] [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: 02/13/2023] [Accepted: 07/05/2023] [Indexed: 08/11/2023] Open
Abstract
The development of soft robotic hand exoskeletons for rehabilitation has been well-reported in the literature, whereby the emphasis was placed on the development of soft actuators for flexion and extension. Little attention was focused on developing the glove interface and attachments of actuators to the hand. As these hand exoskeletons are largely developed for personnel with impaired hand function for rehabilitation, it may be tedious to aid the patients in donning and doffing the glove, given that patients usually have stiff fingers exhibiting high muscle tone. To address this issue, a hybrid securing actuator was developed and powered pneumatically to allow for rapid securing and release of a body segment. As a proof of concept, the actuator was further adapted into a self-securing glove mechanism and assembled into a complete self-securing soft robotic hand exoskeleton with the attachment of bidirectional actuators. Our validation tests show that the self-wearing soft robotic hand exoskeleton can easily conform and secure onto the human hand and assist with manipulation tasks.
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Affiliation(s)
- Luis Hernandez-Barraza
- Evolution Innovation Lab, Advanced Robotics Centre, National University of Singapore, Singapore, Singapore
- Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore
| | - Azmall Fraiszudeen
- Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore
| | - Daniel Lim Yuan Lee
- Evolution Innovation Lab, Advanced Robotics Centre, National University of Singapore, Singapore, Singapore
- Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore
| | - Raye Chen-Hua Yeow
- Evolution Innovation Lab, Advanced Robotics Centre, National University of Singapore, Singapore, Singapore
- Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore
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14
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Heung KHL, Li H, Wong TWL, Ng SSM. Assistive robotic hand with bi-directional soft actuator for hand impaired patients. Front Bioeng Biotechnol 2023; 11:1188996. [PMID: 37476478 PMCID: PMC10354247 DOI: 10.3389/fbioe.2023.1188996] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 06/21/2023] [Indexed: 07/22/2023] Open
Abstract
Soft wearable robotic hand can assist with hand function for the performance of activities of daily living (ADL). However, existing robotic hands lack a mathematical way to quantify the grip force generated for better controlling the grasp of objects during the performance of ADL. To address this issue, this article presents a soft wearable robotic hand with active control of finger flexion and extension through an elastomeric-based bi-directional soft actuator. This actuator bends and extends by pneumatic actuation at lower air pressure, and a flex sensor embedded inside the actuator measures the angles of the fingers in real-time. Analytical models are established to quantify the kinematic and tip force for gripping of the actuator in terms of the relationship between the input pressure and the bending angle, as well as the output force, and are validated experimentally and by the finite element method. Furthermore, the ability of the soft robotic hand to grasp objects is validated with and without being worn on a human hand. The robotic hand facilitates hand opening and closing by the wearer and successfully assists with grasping objects with sufficient force for ADL-related tasks, and the grip force provided by the actuator is further estimated by the analytical models on two healthy subjects. Results suggest the possibility of the soft robotic hand in providing controllable grip strength in rehabilitation and ADL assistance.
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Affiliation(s)
- Kelvin H. L. Heung
- Department of Building and Real Estate, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Heng Li
- Department of Building and Real Estate, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Thomson. W. L. Wong
- Department of Rehabilitation Sciences, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Shamay S. M. Ng
- Department of Rehabilitation Sciences, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
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15
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Ketkar VD, Wolbrecht ET, Perry JC, Farrens A. Design and Development of a Spherical 5-Bar Thumb Exoskeleton Mechanism for Poststroke Rehabilitation. J Med Device 2023; 17:021002. [PMID: 37152413 PMCID: PMC10158975 DOI: 10.1115/1.4056864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 01/23/2023] [Indexed: 02/10/2023] Open
Abstract
This paper presents the kinematic design and development of a two degree-of-freedom (2DOF) spherical 5-bar thumb exoskeleton to augment the finger individuating grasp exercise robot (FINGER) rehabilitation robot, which assists the index and middle fingers individually in naturalistic grasping. The thumb module expands the capabilities of FINGER, allowing for broader proprioceptive training and assessment of hand function. The design process started by digitizing thumb-grasping motions to the index and the middle fingers separately, recorded from multiple healthy subjects utilizing a motion capture system. Fitting spheres to trajectory data of each subject allowed normalization of all subjects' data to a common center and radius. A two-revolute joint serial-chain mechanism was synthesized (intermediate optimization step) to reach the normalized trajectories. Next, the two resulting grasping trajectories were spatially sampled as targets for the 2DOF spherical 5-bar synthesis. Optimization of the spherical 5-bar included symmetry constraints and cost-function penalties for poor manipulability. The resulting exoskeleton assists both flexion/extension and abduction/adduction of the thumb enabling a wide range of motions. Consistent with FINGER, the parallel structure of the spherical 5-bar places the actuators at the base of the module, allowing for desirable characteristics, including high backdrivability, high controllable bandwidth, and low mechanical impedance. The mechanical design was developed from the kinematic solution, including an adjustable thumb cuff to accommodate different hand sizes. Fit and function of the device were tested on multiple subjects, including survivors of stroke. A proportional-derivative force controller with gravity and friction compensation was implemented to reduce resistance to motion during subject testing.
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Affiliation(s)
- Vishwanath D. Ketkar
- Department of Electrical Engineering, University of Idaho, Moscow, ID 83844-0902
| | - Eric T. Wolbrecht
- Department of Mechanical Engineering, University of Idaho, Moscow, ID 83844-0902
| | - Joel C. Perry
- Department of Mechanical Engineering, University of Idaho, Moscow, ID 83844-0902
| | - Andria Farrens
- Department of Biomedical Engineering, University of California, Irvine, CA 92697
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16
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Weymann A, Foroughi J, Vardanyan R, Punjabi PP, Schmack B, Aloko S, Spinks GM, Wang CH, Arjomandi Rad A, Ruhparwar A. Artificial Muscles and Soft Robotic Devices for Treatment of End-Stage Heart Failure. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023; 35:e2207390. [PMID: 36269015 DOI: 10.1002/adma.202207390] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 09/19/2022] [Indexed: 05/12/2023]
Abstract
Medical soft robotics constitutes a rapidly developing field in the treatment of cardiovascular diseases, with a promising future for millions of patients suffering from heart failure worldwide. Herein, the present state and future direction of artificial muscle-based soft robotic biomedical devices in supporting the inotropic function of the heart are reviewed, focusing on the emerging electrothermally artificial heart muscles (AHMs). Artificial muscle powered soft robotic devices can mimic the action of complex biological systems such as heart compression and twisting. These artificial muscles possess the ability to undergo complex deformations, aiding cardiac function while maintaining a limited weight and use of space. Two very promising candidates for artificial muscles are electrothermally actuated AHMs and biohybrid actuators using living cells or tissue embedded with artificial structures. Electrothermally actuated AHMs have demonstrated superior force generation while creating the prospect for fully soft robotic actuated ventricular assist devices. This review will critically analyze the limitations of currently available devices and discuss opportunities and directions for future research. Last, the properties of the cardiac muscle are reviewed and compared with those of different materials suitable for mechanical cardiac compression.
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Affiliation(s)
- Alexander Weymann
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center, University of Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
| | - Javad Foroughi
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center, University of Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
- Faculty of Engineering and Information Sciences, University of Wollongong, Northfields Ave, Wollongong, NSW, 2522, Australia
- School of Mechanical and Manufacturing Engineering, University of New South Wales, Library Rd, Kensington, NSW, 2052, Australia
| | - Robert Vardanyan
- Department of Medicine, Faculty of Medicine, Imperial College London, Imperial College Road, London, SW7 2AZ, UK
| | - Prakash P Punjabi
- Department of Cardiothoracic Surgery, Hammersmith Hospital, National Heart and Lung Institute, Imperial College London, 72 Du Cane Rd, London, W12 0HS, UK
| | - Bastian Schmack
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center, University of Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
| | - Sinmisola Aloko
- Faculty of Engineering and Information Sciences, University of Wollongong, Northfields Ave, Wollongong, NSW, 2522, Australia
| | - Geoffrey M Spinks
- Faculty of Engineering and Information Sciences, University of Wollongong, Northfields Ave, Wollongong, NSW, 2522, Australia
| | - Chun H Wang
- School of Mechanical and Manufacturing Engineering, University of New South Wales, Library Rd, Kensington, NSW, 2052, Australia
| | - Arian Arjomandi Rad
- Department of Medicine, Faculty of Medicine, Imperial College London, Imperial College Road, London, SW7 2AZ, UK
| | - Arjang Ruhparwar
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center, University of Duisburg-Essen, Hufelandstraße 55, 45122, Essen, Germany
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17
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Lu J, Guo K, Yang H. Dynamic Analysis and Experimental Study of Lasso Transmission for Hand Rehabilitation Robot. MICROMACHINES 2023; 14:858. [PMCID: PMC10146587 DOI: 10.3390/mi14040858] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/06/2023] [Accepted: 04/13/2023] [Indexed: 06/01/2023]
Abstract
Lasso transmission is a method for realizing long-distance flexible transmission and lightweight robots. However, there are transmission characteristic losses of velocity, force, and displacement during the motion of lasso transmission. Therefore, the analysis of transmission characteristic losses of lasso transmission has become the focus of research. For this study, at first, we developed a new flexible hand rehabilitation robot with a lasso transmission method. Second, the theoretical analysis and simulation analysis of the dynamics of the lasso transmission in the flexible hand rehabilitation robot were carried out to calculate the force, velocity, and displacement losses of the lasso transmission. Finally, the mechanism and transmission models were established for experimental studies to measure the effects of different curvatures and speeds on the lasso transmission torque. The experimental data and image analysis results show torque loss in the process of lasso transmission and an increase in torque loss with the increase in the lasso curvature radius and transmission speed. The study of the lasso transmission characteristics is important for the design and control of hand functional rehabilitation robots, providing an important reference for the design of flexible rehabilitation robots and also guiding the research on the lasso regarding the compensation method for transmission losses.
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Affiliation(s)
- Jingxin Lu
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou 215163, China
- School of Mechanical and Electrical Engineering, Changchun University of Science and Technology, Changchun 130022, China
| | - Kai Guo
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou 215163, China
- School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China
| | - Hongbo Yang
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou 215163, China
- School of Mechanical and Electrical Engineering, Changchun University of Science and Technology, Changchun 130022, China
- School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China
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18
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Ang BWK, Yeow CH, Lim JH. A Critical Review on Factors Affecting the User Adoption of Wearable and Soft Robotics. SENSORS (BASEL, SWITZERLAND) 2023; 23:3263. [PMID: 36991974 PMCID: PMC10051244 DOI: 10.3390/s23063263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/06/2023] [Accepted: 03/13/2023] [Indexed: 06/19/2023]
Abstract
In recent years, the advent of soft robotics has changed the landscape of wearable technologies. Soft robots are highly compliant and malleable, thus ensuring safe human-machine interactions. To date, a wide variety of actuation mechanisms have been studied and adopted into a multitude of soft wearables for use in clinical practice, such as assistive devices and rehabilitation modalities. Much research effort has been put into improving their technical performance and establishing the ideal indications for which rigid exoskeletons would play a limited role. However, despite having achieved many feats over the past decade, soft wearable technologies have not been extensively investigated from the perspective of user adoption. Most scholarly reviews of soft wearables have focused on the perspective of service providers such as developers, manufacturers, or clinicians, but few have scrutinized the factors affecting adoption and user experience. Hence, this would pose a good opportunity to gain insight into the current practice of soft robotics from a user's perspective. This review aims to provide a broad overview of the different types of soft wearables and identify the factors that hinder the adoption of soft robotics. In this paper, a systematic literature search using terms such as "soft", "robot", "wearable", and "exoskeleton" was conducted according to PRISMA guidelines to include peer-reviewed publications between 2012 and 2022. The soft robotics were classified according to their actuation mechanisms into motor-driven tendon cables, pneumatics, hydraulics, shape memory alloys, and polyvinyl chloride muscles, and their pros and cons were discussed. The identified factors affecting user adoption include design, availability of materials, durability, modeling and control, artificial intelligence augmentation, standardized evaluation criteria, public perception related to perceived utility, ease of use, and aesthetics. The critical areas for improvement and future research directions to increase adoption of soft wearables have also been highlighted.
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Affiliation(s)
- Benjamin Wee Keong Ang
- Department of Biomedical Engineering, National University of Singapore, Singapore 117583, Singapore; (B.W.K.A.); (C.-H.Y.)
| | - Chen-Hua Yeow
- Department of Biomedical Engineering, National University of Singapore, Singapore 117583, Singapore; (B.W.K.A.); (C.-H.Y.)
| | - Jeong Hoon Lim
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119074, Singapore
- Division of Rehabilitation Medicine, University Medicine Cluster, National University Hospital, Singapore 119077, Singapore
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19
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Xie Q, Meng Q, Yu W, Wu Z, Xu R, Zeng Q, Zhou Z, Yang T, Yu H. Design of a SMA-based soft composite structure for wearable rehabilitation gloves. Front Neurorobot 2023; 17:1047493. [PMID: 36845070 PMCID: PMC9950102 DOI: 10.3389/fnbot.2023.1047493] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 01/26/2023] [Indexed: 02/12/2023] Open
Abstract
The combination of smart soft composite structure based shape memory alloy (SMA) and exoskeleton technology has the advantages of light weight, energy saving, and great human-exoskeleton interaction. However, there are no relevant studies on the application of SMA-based soft composite structure (SSCS) in hand exoskeletons. The main difficulty is that directional mechanical properties of SSCS need to comply with fingers movement, and SSCS can deliver enough output torque and displacement to the relevant joints. This paper aims to study the application of SSCS for wearable rehabilitation gloves and explore its bionic driving mechanism. This paper proposes a soft wearable glove (Glove-SSCS) for hand rehabilitation actuated by the SSCS, based on finger force analysis under different drive modes. The Glove-SSCS can support five-finger flexion and extension, weighs only 120 g, and adopts modular design. Each drive module adopts a soft composite structure. And the structure integrates actuation, sensing and execution, including an active layer (SMA spring), a passive layer (manganese steel sheet), a sensing layer (bending sensor) and connection layers. To obtain a high-performance SMA actuators, the performance of SMA materials was tested in terms of temperature and voltage, temperature at the shortest length, pre-tensile length and load. And the human-exoskeleton coupling model of Glove-SSCS is established and analyzed from force and motion. The results show that the Glove-SSCS can realize bidirectional movements of fingers flexion and extension, with ranges of motion are 90-110° and 30-40°, and their cycles are 13-19 s and 11-13 s. During the use of Glove-SSCS, the temperature of gloves is from 25 to 67°C, and the surface temperature of hands is from 32 to 36°C. The temperature of Glove-SSCS can be kept at the lowest temperature of SMA operation without much impact on the human body.
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Affiliation(s)
- Qiaolian Xie
- Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, China
- Shanghai Engineering Research Center of Assistive Devices, Shanghai, China
- Department of Medical Engineering, Chiba University, Chiba, Japan
| | - Qiaoling Meng
- Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, China
- Shanghai Engineering Research Center of Assistive Devices, Shanghai, China
| | - Wenwei Yu
- Department of Medical Engineering, Chiba University, Chiba, Japan
- Center for Frontier Medical Engineering, Chiba University, Chiba, Japan
| | - Zhiyu Wu
- Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, China
- Shanghai Engineering Research Center of Assistive Devices, Shanghai, China
| | - Rongna Xu
- Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, China
- Shanghai Engineering Research Center of Assistive Devices, Shanghai, China
| | - Qingxin Zeng
- Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, China
- Shanghai Engineering Research Center of Assistive Devices, Shanghai, China
| | - Zhongchao Zhou
- Department of Medical Engineering, Chiba University, Chiba, Japan
| | - Tianyi Yang
- Department of Medical Engineering, Chiba University, Chiba, Japan
| | - Hongliu Yu
- Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, China
- Shanghai Engineering Research Center of Assistive Devices, Shanghai, China
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20
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Shin S, Lee HJ, Chang WH, Ko SH, Shin YI, Kim YH. A Smart Glove Digital System Promotes Restoration of Upper Limb Motor Function and Enhances Cortical Hemodynamic Changes in Subacute Stroke Patients with Mild to Moderate Weakness: A Randomized Controlled Trial. J Clin Med 2022; 11:jcm11247343. [PMID: 36555960 PMCID: PMC9782087 DOI: 10.3390/jcm11247343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/08/2022] [Accepted: 12/08/2022] [Indexed: 12/14/2022] Open
Abstract
This study was a randomized controlled trial to examine the effects of the RAPAEL® Smart Glove digital training system on upper extremity function and cortical hemodynamic changes in subacute stroke patients. Of 48 patients, 20 experimental and 16 controls completed the study. In addition to conventional occupational therapy (OT), the experimental group received game-based digital hand motor training with the RAPAEL® Smart Glove digital system, while the control group received extra OT for 30 min. The Fugl-Meyer assessment (UFMA) and Jebsen-Tayler hand function test (JTT) were assessed before (T0), immediately after (T1), and four weeks after intervention (T2). Cortical hemodynamics (oxyhemoglobin [OxyHb] concentration) were measured by functional near-infrared spectroscopy. The experimental group had significantly better improvements in UFMA (T1-T0 mean [SD]; Experimental 13.50 [7.49]; Control 8.00 [4.44]; p = 0.014) and JTT (Experimental 21.10 [20.84]; Control 5.63 [5.06]; p = 0.012). The OxyHb concentration change over the ipsilesional primary sensorimotor cortex during the affected wrist movement was greater in the experimental group (T1, Experimental 0.7943 × 10-4 μmol/L; Control -0.3269 × 10-4 μmol/L; p = 0.025). This study demonstrated a beneficial effect of game-based virtual reality training with the RAPAEL® Smart Glove digital system with conventional OT on upper extremity motor function in subacute stroke patients.
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Affiliation(s)
- Seyoung Shin
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Hwang-Jae Lee
- Robot Business Team, Samsung Electronics, Suwon 16677, Republic of Korea
| | - Won Hyuk Chang
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Sung Hwa Ko
- Department of Rehabilitation Medicine, Pusan National University School of Medicine, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea
| | - Yong-Il Shin
- Department of Rehabilitation Medicine, Pusan National University School of Medicine, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea
- Research Institute of Convergence for Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea
- Correspondence: (Y.-I.S.); (Y.-H.K.); Tel.: +82-51-360-2872 (Y.-I.S.); +82-2-3410-2824 (ext. 2818) (Y.-H.K.); Fax: +82-2-3410-0388 (Y.-H.K.)
| | - Yun-Hee Kim
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
- Department of Health Science and Technology, Department of Medical Devices Management and Research, Department of Digital Healthcare, SAIHST, Sungkyunkwan University, Seoul 06355, Republic of Korea
- Correspondence: (Y.-I.S.); (Y.-H.K.); Tel.: +82-51-360-2872 (Y.-I.S.); +82-2-3410-2824 (ext. 2818) (Y.-H.K.); Fax: +82-2-3410-0388 (Y.-H.K.)
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21
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Yurkewich A, Ortega S, Sanchez J, Wang RH, Burdet E. Integrating hand exoskeletons into goal-oriented clinic and home stroke and spinal cord injury rehabilitation. J Rehabil Assist Technol Eng 2022; 9:20556683221130970. [PMID: 36212185 PMCID: PMC9535266 DOI: 10.1177/20556683221130970] [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: 01/12/2022] [Accepted: 09/20/2022] [Indexed: 11/07/2022] Open
Abstract
Introduction Robotic exoskeletons are emerging as rehabilitation and assistive
technologies that simultaneously restore function and enable independence
for people with disabilities. Aim We investigated the feasibility and orthotic and restorative effects of an
exoskeleton-supported goal-directed rehabilitation program for people with
hand impairments after stroke or Spinal Cord Injury (SCI). Method A single-arm case-series feasibility study was conducted using a wearable
untethered hand exoskeleton during goal-directed therapy programs with
in-clinic and at-home components. Therapists trained stroke and SCI patients
to use a hand exoskeleton during rehabilitation exercises, activities of
daily living and patient-selected goals. Each patient received a 1-hour
in-clinic training session on five consecutive days, then took the
exoskeleton home for two consecutive days to perform therapist-recommended
tasks. Goal Attainment Scaling (GAS) and the Box and Block Test (BBT) were
administered at baseline, after in-clinic
therapy and after home use, with and again without wearing
the exoskeleton. The System Usability Scale (SUS), Motor Activity Log, and
Fugl-Meyer Assessment were also administered to assess the intervention’s
acceptability, adherence, usability and effectiveness. Results Four stroke patients (Chedoke McMaster Stage of Hand 2–4) and one SCI patient
(ASIA C8 Motor Stage 1) 23 ± 19 months post-injury wore the hand exoskeleton
to perform 280 ± 23 exercise repetitions in the clinic and additional
goal-oriented tasks at home. The patients performed their own goals and the
dexterity task with higher performance following the 7-days therapy program
in comparison to baseline for both exoskeleton-assisted (ΔGAS: 18 ± 10,
ΔBBT: 1 ± 5) and unassisted (ΔGAS: 14 ± 14, ΔBBT: 3 ± 4) assessments.
Therapists and patients provided ‘good’ SUS ratings of 78 ± 6 and no harmful
events were reported. Conclusions The exoskeleton-supported stroke and SCI therapy program with in-clinic and
at-home training components was feasible.
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Affiliation(s)
- Aaron Yurkewich
- Bioengineering Department, Imperial College of Science
Technology and Medicine, London UK,Aaron Yurkewich, MESc, Institute of
Biomaterials and Biomedical Engineering, University of Toronto, Room 407,
Rosebrugh Bldg, 164 College St, Toronto, ON M5S 3G9, Canada.
| | - Sara Ortega
- Occupational Therapy, Centro Europeo de
Neurociencias, Madrid, Spain
| | - José Sanchez
- Occupational Therapy, Centro Europeo de
Neurociencias, Madrid, Spain
| | - Rosalie H Wang
- Occupational Science and
Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Etienne Burdet
- Bioengineering Department, Imperial College of Science
Technology and Medicine, London UK
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22
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Rieger C, Desai J. A Preliminary Study to Design and Evaluate Pneumatically Controlled Soft Robotic Actuators for a Repetitive Hand Rehabilitation Task. Biomimetics (Basel) 2022; 7:biomimetics7040139. [PMID: 36278696 PMCID: PMC9590083 DOI: 10.3390/biomimetics7040139] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 09/13/2022] [Accepted: 09/16/2022] [Indexed: 11/22/2022] Open
Abstract
A stroke is an infarction in the cortical region of the brain that often leads to isolated hand paresis. This common side effect renders individuals compromised in their ability to actively flex or extend the fingers of the affected hand. While there are currently published soft robotic glove designs, this article proposed a unique design that allows users to self-actuate their therapy due to the ability to re-extend the hand using a layer of resistive flexible steel. The results showed a consistently achieved average peak of 75° or greater for each finger while the subjects’ hands were at rest during multiple trials of pneumatic assisted flexion. During passive assisted testing, human subject testing on 10 participants showed that these participants were able to accomplish 80.75% of their normal active finger flexion range with the steel-layer-lined pneumatic glove and 87.07% with the unlined pneumatic glove on average when neglecting outliers. An addition of the steel layer lowered the blocked tip force by an average of 18.13% for all five fingers. These data show strong evidence that this glove would be appropriate to advance to human subject testing on those who do have post stroke hand impairments.
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Fernández-Vázquez D, Cano-de-la-Cuerda R, Navarro-López V. Haptic Glove Systems in Combination with Semi-Immersive Virtual Reality for Upper Extremity Motor Rehabilitation after Stroke: A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph191610378. [PMID: 36012019 PMCID: PMC9408073 DOI: 10.3390/ijerph191610378] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/17/2022] [Accepted: 08/18/2022] [Indexed: 05/25/2023]
Abstract
Background: The effectiveness of the virtual reality (VR) for the upper extremity (UE) motor rehabilitation after stroke has been widely studied. However, the effectiveness of the combination between rehabilitation gloves and semi-immersive VR (SVR) compared to conventional treatment has not yet been studied. Methods: A systematic search was conducted in Pubmed, Web of Science, PEDRo, and Scopus, Cochrane, CINHAAL databases from inception to May 2022. Randomized controlled trials were included if patients were under rehabilitation with haptic gloves combined with SVR intervention focused on the UE rehabilitation in stroke patients. Risk of bias and methodological quality were evaluated with the Physiotherapy Evidence Database (PEDro), and the modified Cochrane library criteria. A random effects model was used for the quantitative assessment of the included studies using the standard mean difference with a 95% confidence interval. Heterogeneity among the included studies was assessed using Cochran’s Q test and the incoherence index (I2). Results: After a first screening, seven studies were included. Significant differences with a 95% confidence interval were obtained in favor of the rehabilitation glove combined with SVR in the short term (SMD—standardized mean differences = 0.38, 95% CI—confidence interval = 0.20; 0.56; Z: 4.24; p =< 0.001). In the long term, only the studies that performed an intervention based in rehabilitation glove combined with SVR with also included rehabilitation were able to maintain the improvements (SMD = 0.71, 95% CI = 0.40; 1.02; Z: 4.48; p =< 0.001). Conclusions: The combined use of rehabilitation haptic gloves and SVR with conventional rehabilitation produces significant improvements with respect to conventional rehabilitation treatment alone in terms of functionality of the UE in stroke patients.
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Ramos O, Múnera M, Moazen M, Wurdemann H, Cifuentes CA. Assessment of Soft Actuators for Hand Exoskeletons: Pleated Textile Actuators and Fiber-Reinforced Silicone Actuators. Front Bioeng Biotechnol 2022; 10:924888. [PMID: 35903795 PMCID: PMC9315265 DOI: 10.3389/fbioe.2022.924888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 06/10/2022] [Indexed: 11/13/2022] Open
Abstract
Soft robotic approaches have been trialed for rehabilitation or assistive hand exoskeletons using silicone or textile actuators because they have more tolerance for alignment with biological joints than rigid exoskeletons. Textile actuators have not been previously evaluated, and this study compares the mechanical properties of textile and silicone actuators used in hand exoskeletons. The physical dimensions, the air pressure required to achieve a full bending motion, and the forces generated at the tip of the actuator were measured and compared. The results showed that the construction method of the silicone actuators is slower than the textile actuators, but it generates better dimensional accuracy. However, the air pressure required for the actuators to generate a full bending motion is significantly lower for textile actuators, and the blocking force generated at that pressure is 35% higher in the textile actuators. There are significant differences across all variables compared, indicating that actuators constructed using pleated textile techniques have greater potential for the construction of an exoskeleton for hand rehabilitation or assistance.
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Affiliation(s)
- Orion Ramos
- Biomedical Engineering Department, Department of Biomedical and Electronic Engineering, Colombian School of Engineering Julio Garavito, Bogota, Colombia
| | - Marcela Múnera
- Biomedical Engineering Department, Department of Biomedical and Electronic Engineering, Colombian School of Engineering Julio Garavito, Bogota, Colombia
| | - Mehran Moazen
- Department of Mechanical Engineering, University College London, London, United Kingdom
| | - Helge Wurdemann
- Department of Mechanical Engineering, University College London, London, United Kingdom
| | - Carlos A. Cifuentes
- School of Engineering, Science and Technology, Universidad del Rosario, Bogota, Colombia
- Bristol Robotics Laboratory, University of the West of England, Bristol, United Kingdom
- *Correspondence: Carlos A. Cifuentes, ,
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3D-Printed Soft Pneumatic Robotic Digit Based on Parametric Kinematic Model for Finger Action Mimicking. Polymers (Basel) 2022; 14:polym14142786. [PMID: 35890561 PMCID: PMC9323582 DOI: 10.3390/polym14142786] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/04/2022] [Accepted: 07/05/2022] [Indexed: 11/16/2022] Open
Abstract
A robotic digit with shape modulation, allowing personalized and adaptable finger motions, can be used to restore finger functions after finger trauma or neurological impairment. A soft pneumatic robotic digit consisting of pneumatic bellows actuators as biomimetic artificial joints is proposed in this study to achieve specific finger motions. A parametric kinematic model is employed to describe the tip motion trajectory of the soft pneumatic robotic digit and guide the actuator parameter design (i.e., the pressure supply, actuator material properties, and structure requirements of the adopted pneumatic bellows actuators). The direct 3D printing technique is adopted in the fabrication process of the soft pneumatic robotic digit using the smart material of thermoplastic polyurethane. Each digit joint achieves different ranges of motion (ROM; bending angles of distal, proximal, and metacarpal joint are 107°, 101°, and 97°, respectively) under a low pressure of 30 kPa, which are consistent with the functional ROM of a human finger for performing daily activities. Theoretical model analysis and experiment tests are performed to validate the effectiveness of the digit parametric kinematic model, thereby providing evidence-based technical parameters for the precise control of dynamic pressure dosages to achieve the required motions.
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Kabir R, Sunny MSH, Ahmed HU, Rahman MH. Hand Rehabilitation Devices: A Comprehensive Systematic Review. MICROMACHINES 2022; 13:1033. [PMID: 35888850 PMCID: PMC9325203 DOI: 10.3390/mi13071033] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 06/23/2022] [Accepted: 06/25/2022] [Indexed: 12/20/2022]
Abstract
A cerebrovascular accident, or a stroke, can cause significant neurological damage, inflicting the patient with loss of motor function in their hands. Standard rehabilitation therapy for the hand increases demands on clinics, creating an avenue for powered hand rehabilitation devices. Hand rehabilitation devices (HRDs) are devices designed to provide the hand with passive, active, and active-assisted rehabilitation therapy; however, HRDs do not have any standards in terms of development or design. Although the categorization of an injury's severity can guide a patient into seeking proper assistance, rehabilitation devices do not have a set standard to provide a solution from the beginning to the end stages of recovery. In this paper, HRDs are defined and compared by their mechanical designs, actuation mechanisms, control systems, and therapeutic strategies. Furthermore, devices with conducted clinical trials are used to determine the future development of HRDs. After evaluating the abilities of 35 devices, it is inferred that standard characteristics for HRDs should include an exoskeleton design, the incorporation of challenge-based and coaching therapeutic strategies, and the implementation of surface electromyogram signals (sEMG) based control.
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Affiliation(s)
- Ryan Kabir
- Department of Mechanical Engineering, BioRobotics Lab, University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA; (H.U.A.); (M.H.R.)
| | - Md Samiul Haque Sunny
- Department of Computer Science, BioRobotics Lab, University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA;
| | - Helal Uddin Ahmed
- Department of Mechanical Engineering, BioRobotics Lab, University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA; (H.U.A.); (M.H.R.)
| | - Mohammad Habibur Rahman
- Department of Mechanical Engineering, BioRobotics Lab, University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA; (H.U.A.); (M.H.R.)
- Department of Computer Science, BioRobotics Lab, University of Wisconsin-Milwaukee, Milwaukee, WI 53211, USA;
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Noronha B, Ng CY, Little K, Xiloyannis M, Kuah CWK, Wee SK, Kulkarni SR, Masia L, Chua KSG, Accoto D. Soft, lightweight wearable robots to support the upper limb in activities of daily living: a feasibility study on chronic stroke patients. IEEE Trans Neural Syst Rehabil Eng 2022; 30:1401-1411. [PMID: 35576429 DOI: 10.1109/tnsre.2022.3175224] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Stroke can be a devastating condition that impairs the upper limb and reduces mobility. Wearable robots can aid impaired users by supporting performance of Activities of Daily Living (ADLs). In the past decade, soft devices have become popular due to their inherent malleable and low-weight properties that makes them generally safer and more ergonomic. In this study, we present an improved version of our previously developed gravity-compensating upper limb exosuit and introduce a novel hand exoskeleton. The latter uses 3D-printed structures that are attached to the back of the fingers which prevent undesired hyperextension of joints. We explored the feasibility of using this integrated system in a sample of 10 chronic stroke patients who performed 10 ADLs.We observed a significant reduction of 30.3 ± 3.5% (mean ± standard error), 31.2 ± 3.2% and 14.0 ± 5.1% in the mean muscular activity of the Biceps Brachii (BB), Anterior Deltoid (AD) and Extensor Digitorum Communis muscles, respectively. Additionally, we observed a reduction of 14.0 ± 11.5%, 14.7 ± 6.9% and 12.8 ± 4.4% in the coactivation of the pairs of muscles BB and Triceps Brachii (TB), BB and AD, and TB and Pectoralis Major (PM), respectively, typically associated to pathological muscular synergies, without significant degradation of healthy muscular coactivation. There was also a significant increase of elbow flexion angle (12.1±1.5°). These results further cement the potential of using lightweight wearable devices to assist impaired users.
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Effectiveness of a Soft Robotic Glove to Assist Hand Function in Stroke Patients: A Cross-Sectional Pilot Study. Rehabil Res Pract 2022; 2022:3738219. [PMID: 35509444 PMCID: PMC9061070 DOI: 10.1155/2022/3738219] [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: 01/24/2022] [Revised: 03/17/2022] [Accepted: 04/04/2022] [Indexed: 11/17/2022] Open
Abstract
Purpose Stroke patients have difficulty performing tasks using their paretic hands. There are limited data on the effects of using a soft robotic glove to assist with hand function. The objective of this study was to investigate the effectiveness of a soft robotic glove in assisting hand function in stroke patients. Methods This study was a cross-sectional pilot study. Twenty stroke patients with partial or complete hand weakness were recruited from a rehabilitation centre. The Box and Block Test (BBT) and the Action Research Arm Test (ARAT) were performed under two conditions: with and without use of the soft robotic glove. The order of the conditions was randomly assigned by a computer-generated program. Results BBT scores increased 6.4 blocks when using the soft robotic glove (p < 0.001). ARAT grasp, grip, pinch, and overall scores increased by 27.08% (p < 0.01), 28.75% (p < 0.001), 15.89% (p < 0.01), and 21.15% (p < 0.001), respectively, using the glove versus not using the glove. Conclusions The findings of this study suggest that using a soft robotic glove can assist a poststroke paretic hand in executing grasp, grip, and pinch.
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Fardipour S, Hadadi M. Investigation of therapeutic effects of wearable robotic gloves on improving hand function in stroke patients: A systematic review. CURRENT JOURNAL OF NEUROLOGY 2022; 21:125-132. [PMID: 38011474 PMCID: PMC9860207 DOI: 10.18502/cjn.v21i2.10496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 02/06/2022] [Indexed: 11/29/2023]
Abstract
Background: Over the past decades, wearable robotic gloves due to their positive features are used by clinicians to improve motor function in the upper extremity. This systematic review aims to evaluate the studies that investigated the therapeutic effects of wearable robotic gloves to improve hand function in stroke patients. Methods: The most related databases including MEDLINE (PubMed), ISI Web of Knowledge, Scopus, IEEE, and Google Scholar were systematically searched and studies were collected up to September 2021. The methodological quality assessment was done using an adapted version of the Downs and Black checklist. Results: Of the 2674 articles searched, 5 studies were recognized as being relevant in this systematic review. The methodological quality of all included studies was between 7 to 10 points of adapted 12-point score of Downs and Black checklist. All studies concluded that the introduced robotic device had a good therapeutic effect on investigated patients' hand function. The studies had limitations in terms of the level of evidence, sample size, stroke patient groups, and therapeutic process. Conclusion: There is no standard approach with definite intervention timing to evaluate the effect of such devices. Therefore, more comprehensive studies are needed to confirm the therapeutic effects of wearable robotic gloves on improving hand function after a stroke.
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Affiliation(s)
- Shima Fardipour
- Department of Orthotics and Prosthetics, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Mohammad Hadadi
- Rehabilitation Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Orthotics and Prosthetics, School of Rehabilitation Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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Zhang Y, Wang Z, Ge Q, Wang Z, Zhou X, Han S, Guo W, Zhang Y, Wang D. Soft Exoskeleton Mimics Human Cough for Assisting the Expectoration Capability of SCI Patients. IEEE Trans Neural Syst Rehabil Eng 2022; 30:936-946. [PMID: 35344494 DOI: 10.1109/tnsre.2022.3162578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE This paper describes the design of a bionic soft exoskeleton and demonstrates its feasibility for assisting the expectoration function rehabilitation of patients with spinal cord injury (SCI). METHODS A human-robot coupling respiratory mechanic model is established to mimic human cough, and a synergic inspire-expire assistance strategy is proposed to maximize the peak expiratory flow (PEF), the key metric for promoting cough intensity. The negative pressure module of the exoskeleton is a soft "iron lung" using layer-jamming actuation. It assists inspiration by increasing insufflation to mimic diaphragm and intercostal muscle contraction. The positive pressure module exploits soft origami actuators for assistive expiration; it pressures human abdomen and bionically "pushes" the diaphragm upward. RESULTS The maximum increase in PEF ratios for mannequins, healthy participants, and patients with SCI with robotic assistance were 57.67%, 278.10%, and 124.47%, respectively. The soft exoskeleton assisted one tetraplegic SCI patient to cough up phlegm successfully. CONCLUSION The experimental results suggest that the proposed soft exoskeleton is promising for assisting the expectoration ability of SCI patients in everyday life scenarios. SIGNIFICANCE The proposed soft exoskeleton is promising for advancing the application field of rehabilitation exoskeletons from motor functions to respiratory functions.
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Evaluation of Fiber-Reinforced Modular Soft Actuators for Individualized Soft Rehabilitation Gloves. ACTUATORS 2022. [DOI: 10.3390/act11030084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Applying soft actuators to hand motion assist for rehabilitation has been receiving increasing interest in recent years. Pioneering research efforts have shown the feasibility of soft rehabilitation gloves (SRGs). However, one important and practical issue, the effects of users’ individual differences in finger size and joint stiffness on both bending performance (e.g., Range of motion (ROM) and torque) and the mechanical loads applied to finger joints when the actuators are placed on a patient’s hand, has not been well investigated. Moreover, the design considerations of SRGs for individual users, considering individual differences, have not been addressed. These, along with the inherent safety of soft actuators, should be investigated carefully before the practical use of SRGs. This work aimed to clarify the effects of individual differences on the actuator’s performance through a series of experiments using dummy fingers designed with individualized parameters. Two types of fiber-reinforced soft actuators, the modular type for assisting each joint and conventional (whole-finger assist) type, were designed and compared. It was found that the modular soft actuators respond better to individual differences set in the experiment and exhibit a superior performance to the conventional ones. By suitable connectors and air pressure, the modular soft actuators could cope with the individual differences with minimal effort. The effects of the individualized parameters are discussed, and design considerations are extracted and summarized. This study will play an important role in pushing forward the SRGs to real rehabilitation practice.
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Gantenbein J, Dittli J, Meyer JT, Gassert R, Lambercy O. Intention Detection Strategies for Robotic Upper-Limb Orthoses: A Scoping Review Considering Usability, Daily Life Application, and User Evaluation. Front Neurorobot 2022; 16:815693. [PMID: 35264940 PMCID: PMC8900616 DOI: 10.3389/fnbot.2022.815693] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/24/2022] [Indexed: 11/13/2022] Open
Abstract
Wearable robotic upper limb orthoses (ULO) are promising tools to assist or enhance the upper-limb function of their users. While the functionality of these devices has continuously increased, the robust and reliable detection of the user's intention to control the available degrees of freedom remains a major challenge and a barrier for acceptance. As the information interface between device and user, the intention detection strategy (IDS) has a crucial impact on the usability of the overall device. Yet, this aspect and the impact it has on the device usability is only rarely evaluated with respect to the context of use of ULO. A scoping literature review was conducted to identify non-invasive IDS applied to ULO that have been evaluated with human participants, with a specific focus on evaluation methods and findings related to functionality and usability and their appropriateness for specific contexts of use in daily life. A total of 93 studies were identified, describing 29 different IDS that are summarized and classified according to a four-level classification scheme. The predominant user input signal associated with the described IDS was electromyography (35.6%), followed by manual triggers such as buttons, touchscreens or joysticks (16.7%), as well as isometric force generated by residual movement in upper-limb segments (15.1%). We identify and discuss the strengths and weaknesses of IDS with respect to specific contexts of use and highlight a trade-off between performance and complexity in selecting an optimal IDS. Investigating evaluation practices to study the usability of IDS, the included studies revealed that, primarily, objective and quantitative usability attributes related to effectiveness or efficiency were assessed. Further, it underlined the lack of a systematic way to determine whether the usability of an IDS is sufficiently high to be appropriate for use in daily life applications. This work highlights the importance of a user- and application-specific selection and evaluation of non-invasive IDS for ULO. For technology developers in the field, it further provides recommendations on the selection process of IDS as well as to the design of corresponding evaluation protocols.
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Affiliation(s)
- Jessica Gantenbein
- Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Jan Dittli
- Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Jan Thomas Meyer
- Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Roger Gassert
- Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
| | - Olivier Lambercy
- Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
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Triolo ER, BuSha BF. Design and experimental testing of a force-augmenting exoskeleton for the human hand. J Neuroeng Rehabil 2022; 19:23. [PMID: 35189922 PMCID: PMC8862586 DOI: 10.1186/s12984-022-00997-6] [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: 01/25/2021] [Accepted: 01/31/2022] [Indexed: 11/23/2022] Open
Abstract
Background Many older Americans suffer from long-term upper limb dysfunction, decreased grip strength, and/or a reduced ability to hold objects due to injuries and a variety of age-related illnesses. The objective of this study was to design and build a five-fingered powered assistive exoskeleton for the human hand, and to validate its ability to augment the gripping and pinching efforts of the wearer and assist in performing ADLs. Methods The exoskeleton device was designed using CAD software and 3-D printed in ABS. Each finger’s movement efforts were individually monitored by a force sensing resistor at each fingertip, and proportionally augmented via the microcontroller-based control scheme, linear actuators, and rigid exoskeleton structure. The force production of the device and the force augmenting capability were assessed on ten healthy individuals with one 5-digit grasping test, three pinching tests, and two functional tests. Results Use of the device significantly decreased the forearm muscle activity necessary to maintain a grasping effort (67%, p < 0.001), the larger of two pinching efforts (30%, p < 0.05), and the palmer pinching effort (67%, p < 0.001); however, no benefit by wearing the device was identified while maintaining a minimal pinching effort or attempting one of the functional tests. Conclusion The exoskeleton device allowed subjects to maintain independent control of each digit, and while wearing the exoskeleton, in both the unpowered and powered states, subjects were able to grasp, hold, and move objects such as a water bottle, bag, smartphone, or dry-erase marker.
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Affiliation(s)
- Emily R Triolo
- Department of Mechanical Engineering, University of Washington, Seattle, WA, 98195, USA
| | - Brett F BuSha
- Department of Biomedical Engineering, The College of New Jersey, 2000 Pennington Road, STEM Building, Ewing, NJ, 08628, USA.
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Senk S, Ulbricht M, Tsokalo I, Rischke J, Li SC, Speidel S, Nguyen GT, Seeling P, Fitzek FHP. Healing Hands: The Tactile Internet in Future Tele-Healthcare. SENSORS 2022; 22:s22041404. [PMID: 35214306 PMCID: PMC8963047 DOI: 10.3390/s22041404] [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] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 02/01/2023]
Abstract
In the early 2020s, the coronavirus pandemic brought the notion of remotely connected care to the general population across the globe. Oftentimes, the timely provisioning of access to and the implementation of affordable care are drivers behind tele-healthcare initiatives. Tele-healthcare has already garnered significant momentum in research and implementations in the years preceding the worldwide challenge of 2020, supported by the emerging capabilities of communication networks. The Tactile Internet (TI) with human-in-the-loop is one of those developments, leading to the democratization of skills and expertise that will significantly impact the long-term developments of the provisioning of care. However, significant challenges remain that require today’s communication networks to adapt to support the ultra-low latency required. The resulting latency challenge necessitates trans-disciplinary research efforts combining psychophysiological as well as technological solutions to achieve one millisecond and below round-trip times. The objective of this paper is to provide an overview of the benefits enabled by solving this network latency reduction challenge by employing state-of-the-art Time-Sensitive Networking (TSN) devices in a testbed, realizing the service differentiation required for the multi-modal human-machine interface. With completely new types of services and use cases resulting from the TI, we describe the potential impacts on remote surgery and remote rehabilitation as examples, with a focus on the future of tele-healthcare in rural settings.
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Affiliation(s)
- Stefan Senk
- Centre for Tactile Internet with Human-in-the-Loop (CeTI), Technische Universität Dresden, Deutsche Telekom Chair of Communication Network, 01062 Dresden, Germany; (S.S.); (M.U.); (J.R.); (F.H.P.F.)
| | - Marian Ulbricht
- Centre for Tactile Internet with Human-in-the-Loop (CeTI), Technische Universität Dresden, Deutsche Telekom Chair of Communication Network, 01062 Dresden, Germany; (S.S.); (M.U.); (J.R.); (F.H.P.F.)
| | | | - Justus Rischke
- Centre for Tactile Internet with Human-in-the-Loop (CeTI), Technische Universität Dresden, Deutsche Telekom Chair of Communication Network, 01062 Dresden, Germany; (S.S.); (M.U.); (J.R.); (F.H.P.F.)
| | - Shu-Chen Li
- Centre for Tactile Internet with Human-in-the-Loop (CeTI), Faculty of Psychology, Technische Universität Dresden, 01062 Dresden, Germany;
| | - Stefanie Speidel
- Centre for Tactile Internet with Human-in-the-Loop (CeTI), National Center for Tumor Diseases, Technische Universität Dresden, 01062 Dresden, Germany;
| | - Giang T. Nguyen
- Centre for Tactile Internet with Human-in-the-Loop (CeTI), Technische Universität Dresden, Chair of Haptic Communication Systems, 01062 Dresden, Germany;
| | - Patrick Seeling
- Department of Computer Science, Central Michigan University, Mount Pleasant, MI 48859, USA
- Correspondence:
| | - Frank H. P. Fitzek
- Centre for Tactile Internet with Human-in-the-Loop (CeTI), Technische Universität Dresden, Deutsche Telekom Chair of Communication Network, 01062 Dresden, Germany; (S.S.); (M.U.); (J.R.); (F.H.P.F.)
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Selamat SNS, Che Me R, Ahmad Ainuddin H, Salim MSF, Ramli HR, Romli MH. The Application of Technological Intervention for Stroke Rehabilitation in Southeast Asia: A Scoping Review With Stakeholders' Consultation. Front Public Health 2022; 9:783565. [PMID: 35198531 PMCID: PMC8858807 DOI: 10.3389/fpubh.2021.783565] [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] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 12/31/2021] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND The technological intervention is considered as an adjunct to the conventional therapies applied in the rehabilitation session. In most high-income countries, technology has been widely used in assisting stroke survivors to undergo their treatments. However, technology use is still lacking in Southeast Asia, especially in middle- and low-income countries. This scoping review identifies and summarizes the technologies and related gaps available in Southeast Asia pertaining to stroke rehabilitation. METHODS The JBI manual for evidence synthesis was used to conduct a scoping study. Until September 2021, an electronic search was performed using four databases (Medline, CINAHL, Scopus, ASEAN Citation Index). Only the studies that were carried out in Southeast Asia were chosen. RESULTS Forty-one articles were chosen in the final review from 6,873 articles found during the initial search. Most of the studies reported the implementation of technological intervention combined with conventional therapies in stroke rehabilitation. Advanced and simple technologies were found such as robotics, virtual reality, telerehabilitation, motion capture, assistive devices, and mobility training from Singapore, Thailand, Malaysia, and Indonesia. The majority of the studies show that technological interventions can enhance the recovery period of stroke survivors. The consultation session suggested that the technological interventions should facilitate the needs of the survivors, caregivers, and practitioners during the rehabilitation. CONCLUSIONS The integration of technology into conventional therapies has shown a positive outcome and show significant improvement during stroke recovery. Future studies are recommended to investigate the potential of home-based technological intervention and lower extremities.
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Affiliation(s)
- Siti Nur Suhaidah Selamat
- Department of Industrial Design, Faculty of Design and Architecture, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Rosalam Che Me
- Department of Industrial Design, Faculty of Design and Architecture, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Malaysian Research Institute on Ageing, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Husna Ahmad Ainuddin
- Department of Rehabilitation Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Centre of Occupational Therapy Studies, Faculty of Health Sciences, Universiti Teknologi MARA Selangor, Shah Alam, Malaysia
| | - Mazatulfazura S. F. Salim
- Malaysian Research Institute on Ageing, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Hospital Pengajar, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Hafiz Rashidi Ramli
- Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Muhammad Hibatullah Romli
- Malaysian Research Institute on Ageing, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Hospital Pengajar, Universiti Putra Malaysia, Seri Kembangan, Malaysia
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Nasrallah FA, Mohamed AZ, Yap HK, Lai HS, Yeow CH, Lim JH. Effect of proprioceptive stimulation using a soft robotic glove on motor activation and brain connectivity in stroke survivors. J Neural Eng 2021; 18:066049. [PMID: 34933283 DOI: 10.1088/1741-2552/ac456c] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Soft-robotic-assisted training may improve motor function during post-stroke recovery, but the underlying physiological changes are not clearly understood. We applied a single-session of intensive proprioceptive stimulation to stroke survivors using a soft robotic glove to delineate its short-term influence on brain functional activity and connectivity. APPROACH In this study, we utilized task-based and resting-state functional magnetic resonance imaging (fMRI) to characterize the changes in different brain networks following a soft robotic intervention. Nine stroke patients with hemiplegic upper limb engaged in resting-state and motor-task fMRI. The motor tasks comprised two conditions: active movement of fingers (active task) and glove-assisted active movement using a robotic glove (glove-assisted task), both with visual instruction. Each task was performed using bilateral hands simultaneously or the affected hand only. The same set of experiments was repeated following a 30-minute treatment of continuous passive motion (CPM) using a robotic glove. MAIN RESULTS On simultaneous bimanual movement, increased activation of supplementary motor area (SMA) and primary motor area (M1) were observed after CPM treatment compared to the pre-treatment condition, both in active and glove-assisted task. However, when performing the tasks solely using the affected hand, the phenomena of increased activity were not observed either in active or glove-assisted task. The comparison of the resting-state fMRI between before and after CPM showed the connectivity of the supramarginal gyrus and SMA was increased in the somatosensory network and salience network. SIGNIFICANCE This study demonstrates how passive motion exercise activates M1 and SMA in the post-stroke brain. The effective proprioceptive motor integration seen in bimanual exercise in contrast to the unilateral affected hand exercise suggests that the unaffected hemisphere might reconfigure connectivity to supplement damaged neural networks in the affected hemisphere. The somatosensory modulation rendered by the intense proprioceptive stimulation would affect the motor learning process in stroke survivors.
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Affiliation(s)
- Fatima A Nasrallah
- The University of Queensland Queensland Brain Institute, The University of Queensland, Brisbane, Saint Lucia, Queensland, 4072, AUSTRALIA
| | - Abdalla Z Mohamed
- The University of Queensland Queensland Brain Institute, The University of Queensland, Brisbane, Australia., Saint Lucia, Queensland, 4072, AUSTRALIA
| | - Hong Kai Yap
- Roceso Technologies, 83 Science Park Dr #04-01, Singapore, 118258, SINGAPORE
| | - Hwa Sen Lai
- National University of Singapore, Biomedical Engineering, Singapore, 119260, SINGAPORE
| | - Chen-Hua Yeow
- National University of Singapore, Biomedical Engineering, Singapore, 119260, SINGAPORE
| | - Jeong Hoon Lim
- School of Medicine, Medicine, National University of Singapore, NUHS Tower block level 10 1E, Kent Ridge Road, Singapore, Singapore, 119228, SINGAPORE
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Khan MA, Saibene M, Das R, Brunner IC, Puthusserypady S. Emergence of flexible technology in developing advanced systems for post-stroke rehabilitation: a comprehensive review. J Neural Eng 2021; 18. [PMID: 34736239 DOI: 10.1088/1741-2552/ac36aa] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Accepted: 11/04/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Stroke is one of the most common neural disorders, which causes physical disabilities and motor impairments among its survivors. Several technologies have been developed for providing stroke rehabilitation and to assist the survivors in performing their daily life activities. Currently, the use of flexible technology (FT) for stroke rehabilitation systems is on a rise that allows the development of more compact and lightweight wearable systems, which stroke survivors can easily use for long-term activities. APPROACH For stroke applications, FT mainly includes the "flexible/stretchable electronics", "e-textile (electronic textile)" and "soft robotics". Thus, a thorough literature review has been performed to report the practical implementation of FT for post-stroke application. MAIN RESULTS In this review, the highlights of the advancement of FT in stroke rehabilitation systems are dealt with. Such systems mainly involve the "biosignal acquisition unit", "rehabilitation devices" and "assistive systems". In terms of biosignals acquisition, electroencephalography (EEG) and electromyography (EMG) are comprehensively described. For rehabilitation/assistive systems, the application of functional electrical stimulation (FES) and robotics units (exoskeleton, orthosis, etc.) have been explained. SIGNIFICANCE This is the first review article that compiles the different studies regarding flexible technology based post-stroke systems. Furthermore, the technological advantages, limitations, and possible future implications are also discussed to help improve and advance the flexible systems for the betterment of the stroke community.
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Affiliation(s)
- Muhammad Ahmed Khan
- Technical University of Denmark, Ørsteds Plads Building 345C, Room 215, Lyngby, 2800, DENMARK
| | - Matteo Saibene
- Technical University of Denmark, Ørsteds Plads, Building 345C, Lyngby, 2800, DENMARK
| | - Rig Das
- Technical University of Denmark, Ørsteds Plads Building 345C, Room 214, Lyngby, 2800, DENMARK
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Tang ZQ, Heung HL, Shi XQ, Tong RKY, Li Z. Probabilistic Model-based Learning Control of a Soft Pneumatic Glove for Hand Rehabilitation. IEEE Trans Biomed Eng 2021; 69:1016-1028. [PMID: 34516370 DOI: 10.1109/tbme.2021.3111891] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Stroke survivors are usually unable to perform activities of daily living (ADL) independently due to loss of hand functions. Soft pneumatic gloves provide a promising assistance approach for stroke survivors to conduct ADL tasks. However, few studies have explored effective control strategies for the 'human-soft robot' integrated system due to challenges in the nonlinearities of soft robots and uncertainties of human intentions. Therefore, this work aims to develop control approaches for the system to improve stroke survivors hand functions. METHODS Firstly, a soft pneumatic glove was utilized to aid with stroke-impaired hands. Secondly, a probabilistic model-based learning control approach was proposed to overcome the challenges. Then a task-oriented intention-driven training modality was designed. Finally, the control performance was evaluated on three able-bodied subjects and three stroke survivors who attended 20-session rehabilitation training. RESULTS The proposed approach could enable the soft pneumatic glove to provide adaptive assistance for all participants to accomplish different tasks. The tracking error and muscle co-contraction index showed decreasing trends while the hand gesture index showed an increasing tendency over training sessions. All stroke survivors showed improved hand functions and better muscle coordination after training. CONCLUSION This work developed a learning-based soft robotic glove training system and demonstrated its potential in post-stroke hand rehabilitation. SIGNIFICANCE This work promotes the application of soft robotic training systems in stroke rehabilitation.
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Janarthanan V, Assad-Uz-Zaman M, Rahman MH, McGonigle E, Wang I. Design and development of a sensored glove for home-based rehabilitation. J Hand Ther 2021; 33:209-219. [PMID: 32451172 DOI: 10.1016/j.jht.2020.03.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 12/11/2019] [Accepted: 03/31/2020] [Indexed: 02/03/2023]
Abstract
STUDY DESIGN Descriptive. INTRODUCTION Rehabilitation programs that focus on motor recovery of the upper limb require long-term commitment from the clinicians/therapists, require one-to-one caring, and are usually labor-intensive. PURPOSE OF THE STUDY To contribute to this area, we have developed a sensored hand glove integrated with a computer game (Flappy Bird) to engage patients playing a game where the subject's single/multiple fingers are involved, representing fine motor skill occupational therapeutic exercises. METHODS We described the sensored rehab glove, its hardware design, electrical and electronic design and instrumentation, software design, and pilot testing results. RESULTS Experimental results supported that the developed rehab glove system can be effectively used to engage a patient playing a computer game (or a mobile phone game) that can record the data (ie, game score, finger flexion/extension angle, time spent in a therapeutic session, etc.) and put it in a format that could be easily read by a therapist or displayed to the therapists/patients in different graph formats. CONCLUSIONS We introduced a sensored rehab glove for home-based therapy. The exercise training using the glove is repetitious, functional, and easy to follow and comply with.
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Affiliation(s)
- Vinesh Janarthanan
- BioRobotics Lab, Mechanical/Biomedical Engineering, University of Wisconsin Milwaukee (UWM), WI, USA
| | - Md Assad-Uz-Zaman
- BioRobotics Lab, Mechanical/Biomedical Engineering, University of Wisconsin Milwaukee (UWM), WI, USA
| | - Mohammad Habibur Rahman
- BioRobotics Lab, Mechanical/Biomedical Engineering, University of Wisconsin Milwaukee (UWM), WI, USA.
| | - Erin McGonigle
- Physical Medicine and Rehabilitation, Medical College of Wisconsin, WI, USA
| | - Inga Wang
- Occupational Science and Technology, College of Health Science, UWM, WI, USA
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Hubbard JD, Acevedo R, Edwards KM, Alsharhan AT, Wen Z, Landry J, Wang K, Schaffer S, Sochol RD. Fully 3D-printed soft robots with integrated fluidic circuitry. SCIENCE ADVANCES 2021; 7:7/29/eabe5257. [PMID: 34261646 PMCID: PMC8279518 DOI: 10.1126/sciadv.abe5257] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 06/03/2021] [Indexed: 05/23/2023]
Abstract
The emergence of soft robots has presented new challenges associated with controlling the underlying fluidics of such systems. Here, we introduce a strategy for additively manufacturing unified soft robots comprising fully integrated fluidic circuitry in a single print run via PolyJet three-dimensional (3D) printing. We explore the efficacy of this approach for soft robots designed to leverage novel 3D fluidic circuit elements-e.g., fluidic diodes, "normally closed" transistors, and "normally open" transistors with geometrically tunable pressure-gain functionalities-to operate in response to fluidic analogs of conventional electronic signals, including constant-flow ["direct current (DC)"], "alternating current (AC)"-inspired, and preprogrammed aperiodic ("variable current") input conditions. By enabling fully integrated soft robotic entities (composed of soft actuators, fluidic circuitry, and body features) to be rapidly disseminated, modified on demand, and 3D-printed in a single run, the presented design and additive manufacturing strategy offers unique promise to catalyze new classes of soft robots.
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Affiliation(s)
- Joshua D Hubbard
- Department of Chemical Engineering, University of California, Berkeley, CA 94720, USA
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
- Maryland Robotics Center, University of Maryland, College Park, MD 20742, USA
| | - Ruben Acevedo
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
- Maryland Robotics Center, University of Maryland, College Park, MD 20742, USA
| | - Kristen M Edwards
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
- Maryland Robotics Center, University of Maryland, College Park, MD 20742, USA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Abdullah T Alsharhan
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
| | - Ziteng Wen
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
- Maryland Robotics Center, University of Maryland, College Park, MD 20742, USA
| | - Jennifer Landry
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
- Maryland Robotics Center, University of Maryland, College Park, MD 20742, USA
| | - Kejin Wang
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
| | - Saul Schaffer
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA
- Maryland Robotics Center, University of Maryland, College Park, MD 20742, USA
- Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA
| | - Ryan D Sochol
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA.
- Maryland Robotics Center, University of Maryland, College Park, MD 20742, USA
- Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
- Robert E. Fischell Institute of Biomedical Devices, University of Maryland, College Park, MD 20742, USA
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Li M, Chen J, He G, Cui L, Chen C, Secco EL, Yao W, Xie J, Xu G, Wurdemann H. Attention Enhancement for Exoskeleton-Assisted Hand Rehabilitation Using Fingertip Haptic Stimulation. Front Robot AI 2021; 8:602091. [PMID: 34095238 PMCID: PMC8176106 DOI: 10.3389/frobt.2021.602091] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 05/06/2021] [Indexed: 11/13/2022] Open
Abstract
Active enrollment in rehabilitation training yields better treatment outcomes. This paper introduces an exoskeleton-assisted hand rehabilitation system. It is the first attempt to combine fingertip cutaneous haptic stimulation with exoskeleton-assisted hand rehabilitation for training participation enhancement. For the first time, soft material 3D printing techniques are adopted to make soft pneumatic fingertip haptic feedback actuators to achieve cheaper and faster iterations of prototype designs with consistent quality. The fingertip haptic stimulation is synchronized with the motion of our hand exoskeleton. The contact force of the fingertips resulted from a virtual interaction with a glass of water was based on data collected from normal hand motions to grasp a glass of water. System characterization experiments were conducted and exoskeleton-assisted hand motion with and without the fingertip cutaneous haptic stimulation were compared in an experiment involving healthy human subjects. Users' attention levels were monitored in the motion control process using a Brainlink EEG-recording device and software. The results of characterization experiments show that our created haptic actuators are lightweight (6.8 ± 0.23 g each with a PLA fixture and Velcro) and their performance is consistent and stable with small hysteresis. The user study experimental results show that participants had significantly higher attention levels with additional haptic stimulations compared to when only the exoskeleton was deployed; heavier stimulated grasping weight (a 300 g glass) was associated with significantly higher attention levels of the participants compared to when lighter stimulated grasping weight (a 150 g glass) was applied. We conclude that haptic stimulations increase the involvement level of human subjects during exoskeleton-assisted hand exercises. Potentially, the proposed exoskeleton-assisted hand rehabilitation with fingertip stimulation may better attract user's attention during treatment.
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Affiliation(s)
- Min Li
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China.,State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China
| | - Jiazhou Chen
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China
| | - Guoying He
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China
| | - Lei Cui
- School of Civil and Mechanical Engineering, Curtin University, Perth, WA, Australia
| | - Chaoyang Chen
- Department of Biomedical Engineering, Wayne State University, Detroit, MI, United States
| | - Emanuele Lindo Secco
- School of Mathematics, Computer Science and Engineering, Liverpool Hope University, Liverpool, United Kingdom
| | - Wei Yao
- Department of Biomedical Engineering, University of Strathclyde, Glasgow, United Kingdom
| | - Jun Xie
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China.,State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China
| | - Guanghua Xu
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China.,State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China
| | - Helge Wurdemann
- Department of Mechanical Engineering, University College London, London, United Kingdom
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Machine-Knitted Seamless Pneumatic Actuators for Soft Robotics: Design, Fabrication, and Characterization. ACTUATORS 2021. [DOI: 10.3390/act10050094] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Computerized machine knitting offers an attractive fabrication technology for incorporating wearable assistive devices into garments. In this work, we utilized, for the first time, whole-garment knitting techniques to manufacture a seamless fully knitted pneumatic bending actuator, which represents an advancement to existing cut-and-sew manufacturing techniques. Various machine knitting parameters were investigated to create anisotropic actuator structures, which exhibited a range of bending and extension motions when pressurized with air. The functionality of the actuator was demonstrated through integration into an assistive glove for hand grip action. The achieved curvature range when pressurizing the actuators up to 150 kPa was sufficient to grasp objects down to 3 cm in diameter and up to 125 g in weight. This manufacturing technique is rapid and scalable, paving the way for mass-production of customizable soft robotics wearables.
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Effects of a Soft Robotic Hand for Hand Rehabilitation in Chronic Stroke Survivors. J Stroke Cerebrovasc Dis 2021; 30:105812. [PMID: 33895427 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105812] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 03/11/2021] [Accepted: 04/02/2021] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVES Soft robotic hands are proposed for stroke rehabilitation in terms of their high compliance and low inherent stiffness. We investigated the clinical efficacy of a soft robotic hand that could actively flex and extend the fingers in chronic stroke subjects with different levels of spasticity. METHODS Sixteen chronic stroke subjects were recruited into this single-group study. Subjects underwent 20 sessions of 1-hour EMG-driven soft robotic hand training. Training effect was evaluated by the pre-training and post-training assessments with the clinical scores: Action Research Arm Test(ARAT), Fugl-Meyer Assessment for Upper Extremity(FMA-UE), Box-and-Block test(BBT), Modified Ashworth Scale(MAS), and maximum voluntary grip strength. RESULTS For all the recruited subjects (n = 16), significant improvement of upper limb function was generally observed in ARAT (increased mean=2.44, P = 0.032), FMA-UE (increased mean=3.31, P = 0.003), BBT (increased mean=1.81, P = 0.024), and maximum voluntary grip strength (increased mean=2.14 kg, P < 0.001). No significant change was observed in terms of spasticity with the MAS (decreased mean=0.11, P = 0.423). Further analysis showed subjects with mild or no finger flexor spasticity (MAS<2, n = 9) at pre-training had significant improvement of upper limb function after 20 sessions of training. However, for subjects with moderate and severe finger flexor spasticity (MAS=2,3, n = 7) at pre-training, no significant change in clinical scores was shown and only maximum voluntary grip strength had significant increase. CONCLUSION EMG-driven rehabilitation training using the soft robotic hand with flexion and extension could be effective for the functional recovery of upper limb in chronic stroke subjects with mild or no spasticity.
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Abstract
Disabilities are a global issue due to the decrease in life quality and mobility of patients, especially people suffering from hand disabilities. This paper presents a review of active hand exoskeleton technologies, over the past decade, for rehabilitation, assistance, augmentation, and haptic devices. Hand exoskeletons are still an active research field due to challenges that engineers face and are trying to solve. Each hand exoskeleton has certain requirements to fulfil to achieve their aims. These requirements have been extracted and categorized into two sections: general and specific, to give a common platform for developing future devices. Since this is still a developing area, the requirements are also shaped according to the advances in the field. Technical challenges, such as size requirements, weight, ergonomics, rehabilitation, actuators, and sensors are all due to the complex anatomy and biomechanics of the hand. The hand is one of the most complex structures in the human body; therefore, to understand certain design approaches, the anatomy and biomechanics of the hand are addressed in this paper. The control of these devices is also an arising challenge due to the implementation of intelligent systems and new rehabilitation techniques. This includes intention detection techniques (electroencephalography (EEG), electromyography (EMG), admittance) and estimating applied assistance. Therefore, this paper summarizes the technology in a systematic approach and reviews the state of the art of active hand exoskeletons with a focus on rehabilitation and assistive devices.
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Design of tendon mechanism for soft wearable robotic hand and its fuzzy control using electromyogram sensor. INTEL SERV ROBOT 2021. [DOI: 10.1007/s11370-020-00347-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Monardo G, Pavese C, Giorgi I, Godi M, Colombo R. Evaluation of Patient Motivation and Satisfaction During Technology-Assisted Rehabilitation: An Experiential Review. Games Health J 2021; 10:13-27. [DOI: 10.1089/g4h.2020.0024] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Affiliation(s)
- Giulia Monardo
- Service of Psychology and Istituti Clinici Scientifici Maugeri, IRCCS, Pavia, Italy
| | - Chiara Pavese
- Neurorehabilitation and Spinal Unit, Istituti Clinici Scientifici Maugeri, IRCCS, Pavia, Italy
- Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, University of Pavia, Pavia, Italy
| | - Ines Giorgi
- Service of Psychology and Istituti Clinici Scientifici Maugeri, IRCCS, Pavia, Italy
| | - Marco Godi
- Division of Physical Medicine and Rehabilitation and Istituti Clinici Scientifici Maugeri, IRCCS, Veruno, Italy
| | - Roberto Colombo
- Service of Bioengineering, Istituti Clinici Scientifici Maugeri, IRCCS, Veruno, Italy
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TAŞAR BEYDA, TATAR AHMETBURAK, TANYILDIZI ALPERKADIR, YAKUT OGUZ. DESIGN, DYNAMIC MODELING AND CONTROL OF WEARABLE FINGER ORTHOSIS. J MECH MED BIOL 2021. [DOI: 10.1142/s0219519421500068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Human hands and fingers are of significant importance in people’s capacity to perform daily tasks (touching, feeling, holding, gripping, writing). However, about 1.5 million people around the world are suffering from injuries, muscle and neurological disorders, a loss of hand function, or a few fingers due to stroke. This paper focuses on newly developed finger orthotics, which is thin, adaptable to the length of each finger and low energy costs. The aim of the study is to design and control a new robotic orthosis using for daily rehabilitation therapy. Kinematic and dynamic analysis of orthosis was calculated and the joint regulation of orthosis was obtained. The Lagrange method was used to obtain dynamics, and the Denavit–Hartenberg (D–H) method was used for kinematic analysis of hand. In order to understand its behavior, the robotic finger orthotics model was simulated in MatLab/Simulink. The simulation results show that the efficiency and robustness of proportional integral derivative (PID) controller are appropriate for the use of robotic finger orthotics.
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Affiliation(s)
- BEYDA TAŞAR
- Department of Mechatronics Engineering, Faculty of Engineering, Firat University, Elazig, Turkey
| | - AHMET BURAK TATAR
- Department of Mechatronics Engineering, Faculty of Engineering, Firat University, Elazig, Turkey
| | - ALPER KADIR TANYILDIZI
- Department of Mechatronics Engineering, Faculty of Engineering, Firat University, Elazig, Turkey
| | - OGUZ YAKUT
- Department of Mechatronics Engineering, Faculty of Engineering, Firat University, Elazig, Turkey
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48
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Yurkewich A, Kozak IJ, Ivanovic A, Rossos D, Wang RH, Hebert D, Mihailidis A. Myoelectric untethered robotic glove enhances hand function and performance on daily living tasks after stroke. J Rehabil Assist Technol Eng 2020; 7:2055668320964050. [PMID: 33403121 PMCID: PMC7745545 DOI: 10.1177/2055668320964050] [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: 03/04/2020] [Accepted: 09/02/2020] [Indexed: 02/06/2023] Open
Abstract
Introduction Wearable robots controlled using electromyography could motivate greater use of the affected upper extremity after stroke and enable bimanual activities of daily living to be completed independently. Methods We have developed a myoelectric untethered robotic glove (My-HERO) that provides five-finger extension and grip assistance. Results The myoelectric controller detected the grip and release intents of the 9 participants after stroke with 84.7% accuracy. While using My-HERO, all 9 participants performed better on the Fugl-Meyer Assessment-Hand (8.4 point increase, scale out of 14, p < 0.01) and the Chedoke Arm and Hand Activity Inventory (8.2 point increase, scale out of 91, p < 0.01). Established criteria for clinically meaningful important differences were surpassed for both the hand function and daily living task assessments. The majority of participants provided satisfaction and usability questionnaire scores above 70%. Seven participants desired to use My-HERO in the clinic and at home during their therapy and daily routines. Conclusions People with hand impairment after stroke value that myoelectric untethered robotic gloves enhance their motion and bimanual task performance and motivate them to use their muscles during engaging activities of daily living. They desire to use these gloves daily to enable greater independence and investigate the effects on neuromuscular recovery.
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Affiliation(s)
- Aaron Yurkewich
- Toronto Rehabilitation Institute-KITE, University Health Network, Toronto, Canada.,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Canada.,Bioengineering, Imperial College London, London, UK
| | - Illya J Kozak
- Toronto Rehabilitation Institute-KITE, University Health Network, Toronto, Canada
| | - Andrei Ivanovic
- Faculty of Applied Science and Engineering, University of Toronto, Toronto, Canada
| | - Daniel Rossos
- Faculty of Applied Science and Engineering, University of Toronto, Toronto, Canada
| | - Rosalie H Wang
- Toronto Rehabilitation Institute-KITE, University Health Network, Toronto, Canada.,Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Canada
| | - Debbie Hebert
- Toronto Rehabilitation Institute-KITE, University Health Network, Toronto, Canada.,Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Canada
| | - Alex Mihailidis
- Toronto Rehabilitation Institute-KITE, University Health Network, Toronto, Canada.,Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Canada
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Dávila-Vilchis JM, Ávila-Vilchis JC, Vilchis-González AH, LAZ-Avilés. Design Criteria of Soft Exogloves for Hand Rehabilitation-Assistance Tasks. Appl Bionics Biomech 2020; 2020:2724783. [PMID: 32802156 PMCID: PMC7416241 DOI: 10.1155/2020/2724783] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 07/03/2020] [Accepted: 07/07/2020] [Indexed: 11/17/2022] Open
Abstract
This paper establishes design criteria for soft exogloves (SEG) to be used as rehabilitation or assistance devices. This research consists in identifying, selecting, and grouping SEG features based on the analysis of 91 systems that have been proposed during the last decade. Thus, function, mobility, and usability criteria are defined and explicitly discussed to highlight SEG design guidelines. Additionally, this study provides a detailed description of each system that was analysed including application, functional task, palm design, actuation type, assistance mode, degrees of freedom (DOF), target fingers, motions, material, weight, force, pressure (only for fluids), control strategy, and assessment. Such characteristics have been reported according to specific design methodologies and operating principles. Technological trends are contemplated in this contribution with emphasis on SEG design opportunity areas. In this review, suggestions, limitations, and implications are also discussed in order to enhance future SEG developments aimed at stroke survivors or people with hand disabilities.
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Affiliation(s)
| | - Juan C. Ávila-Vilchis
- Faculty of Engineering, Universidad Autónoma del Estado de México, Toluca 50130, Mexico
| | | | - LAZ-Avilés
- Faculty of Engineering, Universidad Autónoma del Estado de México, Toluca 50130, Mexico
- Cátedras CONACYT, Universidad Autónoma del Estado de México, Toluca 50130, Mexico
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50
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Correia C, Nuckols K, Wagner D, Zhou YM, Clarke M, Orzel D, Solinsky R, Paganoni S, Walsh CJ. Improving Grasp Function After Spinal Cord Injury With a Soft Robotic Glove. IEEE Trans Neural Syst Rehabil Eng 2020; 28:1407-1415. [DOI: 10.1109/tnsre.2020.2988260] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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