Stroke has long been a major health concern in Malaysia, with cerebrovascular disease accounting for one-third of all deaths. Patients who have had a stroke have varying degrees of movement impairment, which can be improved with physiotherapy. A smart glove system is proposed in this paper to measure and visualize patient finger flexes in real-time remotely and record these flexes for further analysis to monitor and assess patient physiotherapy sessions. The system is designed to help physiotherapists evaluate physiotherapy exercises of patients and provide detailed information regarding the rehabilitation process. This paper also includes performance analysis and data from physiotherapy sessions using the system. Overall, the flex force smart glove shows promise in aiding restorative hand therapy exercises.


Department of Statistics Malaysia, Statistics on Causes of Death, Malaysia, 2020, Department of Statistics Malaysia, Putrajaya, 2020. [https://www. dosm.gov.my/portal-main/release-content/statistics-on-causes-of-death-malaysia-2020].

National Institute of Neurological Disorders and Stroke, Stroke Information Page, National Institute of Neurological Disorders and Stroke, 2019. [https://www.ninds.nih.gov/Disorders/All-Disorders/Stroke-Information-Page].

National Institute of Neurological Disorders and Stroke, Post-stroke Rehabilitation Fact Sheet, National Institutes of Health, 2020. [https://www.ninds.nih.gov/Disorders/Patient-Care giver-Education/Fact-Sheets/Post-Stroke-Rehabilitation-Fact-Sheet].

N. Scherbakov, S. von Haehling, S.D. Anker, U. Dirnagl, W. Doehner, Int. J. Cardiol. 170/2 (2013) 89.

G.J. del Zoppo, Stroke. 44/1 (2013) 263.

H. Eschmann, M.E. Héroux, J.H. Cheetham, S. Potts, J. Diong, PloS One. 14/6 (2019) e0217969.

R. Ranganathan, J. NeuroEng. Rehab. 14/1 (2017) 90.

M.S. Jeffers, S. Karthikeyan, M. Gomez-Smith, S. Gasinzigwa, J. Achenbach, A. Feiten, D. Corbett, Neurorehab. Neural Re. 32/1 (2018) 73.

Q. Sanders, V. Chan, R. Augsburger, S.C. Cramer, D.J. Reinkensmeyer, A.H. Do, IEEE Tran. Neur. Syst. Rehab. Eng. 28/6 (2020) 1363.

C. Colomer, R. Llorens, E. Noé, M. Alcañiz, J. NeuroEng. Rehab. 13/1 (2016) 45.

Intel, Flex Force Smart Glove: Use Intel® SoC FPGA to Measure Sensorimotor Data, 2018. [https://software.intel.com/en-us/articles/flex-force-smart-glove-use-intel-soc-fpga-to-measure-sensori motor-data].

J. Connolly, J. Condell, B. O'Flynn, J.T. Sanchez, P. Gardiner, IEEE Sens. J. 18 (2018) 1273.

Raspberry Pi Trading Ltd., Raspberry Pi 4 Computer Model B Product Brief, 2021. [https://static.raspberrypi.org/files/product-briefs/ 200521+Raspberry+Pi+4+Product+Brief.pdf].

[14] RealVNC, VNC® Connect-Simple, Secure, Ready-to-Use Remote Access and Support Software, VNC® Connect, 2020.

Massachusetts Institute of Technology, MIT App Inventor, Massachusetts Institute of Technology, 2020.

U. Roboter, Ullis Roboter Seite/AI2 UDP, 2020. [http://ullisroboterseite.de/android-AI2-UDP.html].

C. Maher, Hand Therapy Ball Exercises to Improve Fine Motor Skills, 2021. [https://www. flintrehab.com/hand-exercise-ball-stroke-patients/]



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