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2020 | OriginalPaper | Chapter

Analysis of Alternating Hand Movement in Parkinson’s Disease Patients

Authors : Williams Saraguro, Boris Barzallo, Andrea García-Cedeño, Juan Carlos Guillermo, Catalina Punín, Ángel Soto, David Rivas, Roger Clotet, Mónica Huerta

Published in: VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering

Publisher: Springer International Publishing

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Abstract

In Parkinson’s disease the symptoms of motor disability predominate, generating consequences in their quality of life, psychological, social and economic stability. The Unified Parkinson’s Disease Rating Scale is considered as a clinical evaluation method, that is a compendium of subjective interpretations. Alternatively a system called LEEPark is proposed, capable of quantifying the speed of the test of Alternating Hand Movement. The system uses Kinect V2 for data acquisition and features extraction, the results are stored in a database that is subjected to statistical analysis, grouped by degree of disease and by upper extremities. The analysis methods used were: ANOVA, linear regression and quantification of improvement, applied to data collected during 6 sessions from 6 patients: 4 with Parkinson’s disease and 2 control subjects. The results showed contrasts in hand speed, being able to find significant differences between grade 1 and 2 of the disease. It was also possible to establish the decrease in speed as the degree of disease progresses and the percentage of improvement when comparing the effects of medication on the speed of the hands.

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Literature
1.
go back to reference Batista, P., Pereira, A.: Impact and Prevention of Neurodegenerative Diseases in Society: Alzheimer and Parkinson. Neurodegenerative Diseases (2016) Batista, P., Pereira, A.: Impact and Prevention of Neurodegenerative Diseases in Society: Alzheimer and Parkinson. Neurodegenerative Diseases (2016)
2.
go back to reference Bermeo, A., Bravo, M., Huerta, M., Soto, A.: A system to monitor tremors in patients with parkinson’s disease. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5007–5010. IEEE (2016) Bermeo, A., Bravo, M., Huerta, M., Soto, A.: A system to monitor tremors in patients with parkinson’s disease. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5007–5010. IEEE (2016)
3.
go back to reference Dror, B., Yanai, E., Frid, A., Peleg, N., Goldenthal, N., Schlesinger, I., Hel-Or, H., Raz, S.: Automatic assessment of parkinson’s disease from natural hands movements using 3D depth sensor. In: 2014 IEEE 28th Convention of Electrical Electronics Engineers in Israel (IEEEI), pp. 1–5, December 2014 Dror, B., Yanai, E., Frid, A., Peleg, N., Goldenthal, N., Schlesinger, I., Hel-Or, H., Raz, S.: Automatic assessment of parkinson’s disease from natural hands movements using 3D depth sensor. In: 2014 IEEE 28th Convention of Electrical Electronics Engineers in Israel (IEEEI), pp. 1–5, December 2014
5.
go back to reference Ferraris, C., Nerino, R., Chimienti, A., Pettiti, G., Cau, N., Cimolin, V., Azzaro, C., Albani, G., Priano, L., Mauro, A.: A self-managed system for automated assessment of UPDRS upper limb tasks in parkinson’s disease. Sensors 18(10), 3523 (2018). https://doi.org/10.3390/s18103523CrossRef Ferraris, C., Nerino, R., Chimienti, A., Pettiti, G., Cau, N., Cimolin, V., Azzaro, C., Albani, G., Priano, L., Mauro, A.: A self-managed system for automated assessment of UPDRS upper limb tasks in parkinson’s disease. Sensors 18(10), 3523 (2018). https://​doi.​org/​10.​3390/​s18103523CrossRef
6.
go back to reference Garcés, M.: Estudio sobre las enfermedades neurodegenerativas en españa y su impacto económico y social. Universidad Complutense y Estudio Neuroalianza, Madrid (2016) Garcés, M.: Estudio sobre las enfermedades neurodegenerativas en españa y su impacto económico y social. Universidad Complutense y Estudio Neuroalianza, Madrid (2016)
7.
go back to reference Herdoíza, J.P.M., Perero, P.S.M., Toala, L.E.A., Mercado, E.R.I., Moreira-Vera, D.V.: Prevalencia de la enfermedad de parkinson: Estudio puerta-puerta en la provincia de manabí-ecuador. prevalence of parkinson’s disease: Door-to-door study in manabi-ecuador. Rev. Ecuatoriana de Neurol. 26(1) (2017) Herdoíza, J.P.M., Perero, P.S.M., Toala, L.E.A., Mercado, E.R.I., Moreira-Vera, D.V.: Prevalencia de la enfermedad de parkinson: Estudio puerta-puerta en la provincia de manabí-ecuador. prevalence of parkinson’s disease: Door-to-door study in manabi-ecuador. Rev. Ecuatoriana de Neurol. 26(1) (2017)
9.
go back to reference Jennekens, F.G.: A short history of the notion of neurodegenerative disease. J. Hist. Neurosci. 23(1), 85–94 (2014)CrossRef Jennekens, F.G.: A short history of the notion of neurodegenerative disease. J. Hist. Neurosci. 23(1), 85–94 (2014)CrossRef
10.
go back to reference MacKinnon, A.: Statistical comparison of results from the timed up and go test, Unified Parkinson’s Disease Rating Scale, Falls Efficacy Scale, and force plate balance measures concerning risk of falls among patients with Parkinson’s Disease. Ph.D. thesis, University of Prince Edward Island (2018) MacKinnon, A.: Statistical comparison of results from the timed up and go test, Unified Parkinson’s Disease Rating Scale, Falls Efficacy Scale, and force plate balance measures concerning risk of falls among patients with Parkinson’s Disease. Ph.D. thesis, University of Prince Edward Island (2018)
11.
go back to reference World Health Organization: Neurological disorders: public health challenges. World Health Organization (2006) World Health Organization: Neurological disorders: public health challenges. World Health Organization (2006)
12.
go back to reference Rosenbaum, R.B.: Understanding Parkinson’s disease: a personal and professional view. Greenwood Publishing Group (2006) Rosenbaum, R.B.: Understanding Parkinson’s disease: a personal and professional view. Greenwood Publishing Group (2006)
13.
go back to reference Salvador, A., Alfonso, E.: Validación clínica del Montreal Cognitive Assessment (MOCA) en pacientes con Parkinson en la ciudad de Quito. B.S. thesis, Quito: Universidad de las Américas 2018 (2018) Salvador, A., Alfonso, E.: Validación clínica del Montreal Cognitive Assessment (MOCA) en pacientes con Parkinson en la ciudad de Quito. B.S. thesis, Quito: Universidad de las Américas 2018 (2018)
14.
go back to reference Saraguro, W., Barzallo, B., Guillermo, J., García-Cedeño, A., Soto, A., Rivas, D., Clotet, R., Huerta, M.: Analysis of hand movements in patients with parkinson’s disease using kinect. In: IEEE International Conference on E-health Networking, Application & Services (2019) Saraguro, W., Barzallo, B., Guillermo, J., García-Cedeño, A., Soto, A., Rivas, D., Clotet, R., Huerta, M.: Analysis of hand movements in patients with parkinson’s disease using kinect. In: IEEE International Conference on E-health Networking, Application & Services (2019)
15.
go back to reference Serrano-Dueñas, M., Martínez-Martín, P., Vaca-Baquero, V.: Validation and cross-cultural adjustment of PDQL-questionnaire, spanish version (ecuador) (PDQL-EV). Parkinsonism Relat. Disord. 10(7), 433–437 (2004)CrossRef Serrano-Dueñas, M., Martínez-Martín, P., Vaca-Baquero, V.: Validation and cross-cultural adjustment of PDQL-questionnaire, spanish version (ecuador) (PDQL-EV). Parkinsonism Relat. Disord. 10(7), 433–437 (2004)CrossRef
17.
go back to reference Urdan, T.C.: Statistics in Plain English. Routledge (2011) Urdan, T.C.: Statistics in Plain English. Routledge (2011)
Metadata
Title
Analysis of Alternating Hand Movement in Parkinson’s Disease Patients
Authors
Williams Saraguro
Boris Barzallo
Andrea García-Cedeño
Juan Carlos Guillermo
Catalina Punín
Ángel Soto
David Rivas
Roger Clotet
Mónica Huerta
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-30648-9_144