Abstract
This paper describes the methodology for analyzing data from a novel platform that utilizes gamification techniques targeting patients with neuromuscular disorders that result in upper-limb movement limitations. The patient is asked to perform a number of sessions as prescribed by the physician for rehabilitation purposes, while the data are used to assess their progress. The hand movement is analyzed, and features are extracted regarding the movement patterns velocity, jitter, and trajectory. A set of sessions derived from healthy individuals have being recorded and analyzed so as to establish a baseline for the metrics. A statistical analysis of the differences between the healthy subjects and the patients is performed, helping us to focus on features of interest to the disease. The results will help determine how the patients’ motor skills are improving as the therapy progress, and accordingly adjust the number and type of sessions prescribed in a personalized manner.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Meijer, H.A., Graafland, M., Goslings, J.C., Schijven, M.P.: Systematic review on the effects of serious games and wearable technology used in rehabilitation of patients with traumatic bone and soft tissue injuries. Arch. Phys. Med. Rehabil. 99(9), 1890–1899 (2018). https://doi.org/10.1016/j.apmr.2017.10.018. ISSN 0003-9993
Ang, K., Guan, C.: Brain-computer interface in stroke rehabilitation. J. Comput. Sci. Eng. 7, 139–146 (2013). https://doi.org/10.5626/JCSE.2013.7.2.139
Smeddinck, J., Herrlich, M., Malaka, R.: Exergames for physiotherapy and rehabilitation: a medium-term situated study of motivational aspects and impact on functional reach, pp. 4143–4146 (2015). https://doi.org/10.1145/2702123.2702598
Veerbeek, J.M., Langbroek-Amersfoort, A.C., van Wegen, E.E.H., Meskers, C.G.M., Kwakkel, G.: Effects of robot-assisted therapy for the upper limb after stroke: a systematic review and meta-analysis. Neurorehabil. Neural Repair 31(2), 107–121 (2017). https://doi.org/10.1177/1545968316666957
Craig, J.J.: Introduction to Robotics: Mechanics and Control. Addison-Wesley, New York (1986)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Chytas, A., Fotopoulos, D., Kilintzis, V., Loizidis, T., Chouvarda, I. (2020). Upper Limp Movement Analysis of Patients with Neuromuscular Disorders Using Data from a Novel Rehabilitation Gaming Platform. In: Henriques, J., Neves, N., de Carvalho, P. (eds) XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019. MEDICON 2019. IFMBE Proceedings, vol 76. Springer, Cham. https://doi.org/10.1007/978-3-030-31635-8_79
Download citation
DOI: https://doi.org/10.1007/978-3-030-31635-8_79
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-31634-1
Online ISBN: 978-3-030-31635-8
eBook Packages: EngineeringEngineering (R0)