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2017 | OriginalPaper | Buchkapitel

Architecture for Neurological Coordination Tests Implementation

verfasst von : Michel Velázquez-Mariño, Miguel Atencia, Rodolfo García-Bermúdez, Francisco Sandoval, Daniel Pupo-Ricardo

Erschienen in: Advances in Computational Intelligence

Verlag: Springer International Publishing

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Abstract

This paper proposes a generic architecture for devising interactive neurological assessment tests, aimed at being implemented on a touchscreen device. The objective is both to provide a set of software primitives that allow the modular implementation of tests, and to contribute to the standardization of test protocols. Although our original goal was the application of machine learning methods to the analysis of test data, it turned out that the construction of such framework was a pre-requisite to collect enough data with the required levels of accuracy and reproducibility. In the proposed architecture, tests are defined by a set of stimuli, responses, feedback information, and execution control procedures. The presented definition has allowed for the implementation of a particular test, the Finger-Nose-Finger, that will allow the exploitation of data with intelligent techniques.

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Literatur
1.
Zurück zum Zitat Gagnon, C., Mathieu, J., Desrosiers, J.: Standardized finger-nose test validity for coordination assessment in an ataxic disorder. Can. J. Neurol. Sci. Le Journal Canadien Des Sciences Neurologiques 31(4), 484–489 (2004)CrossRef Gagnon, C., Mathieu, J., Desrosiers, J.: Standardized finger-nose test validity for coordination assessment in an ataxic disorder. Can. J. Neurol. Sci. Le Journal Canadien Des Sciences Neurologiques 31(4), 484–489 (2004)CrossRef
2.
Zurück zum Zitat Gavriel, C., Thomik, A.A.C., Lourencco, P.R., Nageshwaran, S., Athanasopoulos, S., Sylaidi, A., Festenstein, R., Faisal, A.: Kinematic body sensor networks and behaviourmetrics for objective efficacy measurements in neurodegenerative disease drug trials. In: 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN), pp. 1–6 (2015) Gavriel, C., Thomik, A.A.C., Lourencco, P.R., Nageshwaran, S., Athanasopoulos, S., Sylaidi, A., Festenstein, R., Faisal, A.: Kinematic body sensor networks and behaviourmetrics for objective efficacy measurements in neurodegenerative disease drug trials. In: 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN), pp. 1–6 (2015)
3.
Zurück zum Zitat Harish, K., Rao, M.V., Borgohain, R., Sairam, A., Abhilash, P.: Tremor quantification and its measurements on parkinsonian patients. In: International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009, pp. 1–3 (2009) Harish, K., Rao, M.V., Borgohain, R., Sairam, A., Abhilash, P.: Tremor quantification and its measurements on parkinsonian patients. In: International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009, pp. 1–3 (2009)
4.
Zurück zum Zitat Lefebvre, O., Riba, P., Gagnon-Marchand, J., Fournier, C., Fornes, A., Llados, J., Plamondon, R.: Monitoring neuromotricity on-line: a cloud computing approach. In: Rémi, C., Prévost, L., Anquetil, E. (eds.) 17th Biennial Conference of the International Graphonomics Society, Drawing, Handwriting Processing Analysis: New Advances and Challenges, Pointe-à-Pitre, Guadeloupe (2015) Lefebvre, O., Riba, P., Gagnon-Marchand, J., Fournier, C., Fornes, A., Llados, J., Plamondon, R.: Monitoring neuromotricity on-line: a cloud computing approach. In: Rémi, C., Prévost, L., Anquetil, E. (eds.) 17th Biennial Conference of the International Graphonomics Society, Drawing, Handwriting Processing Analysis: New Advances and Challenges, Pointe-à-Pitre, Guadeloupe (2015)
5.
Zurück zum Zitat Lennon, T., Bernier, T., Tamayo, D., Goldberg, C., Mankodiya, K.: Multi-sensory system for monitoring dyskinesia in movement disorders. In: 2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC), pp. 1–2. IEEE (2015) Lennon, T., Bernier, T., Tamayo, D., Goldberg, C., Mankodiya, K.: Multi-sensory system for monitoring dyskinesia in movement disorders. In: 2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC), pp. 1–2. IEEE (2015)
6.
Zurück zum Zitat Memedi, M., Nyholm, D., Johansson, A., Palhagen, S., Willows, T., Widner, H., Linder, J., Westin, J.: Validity and responsiveness of at-home touch-screen assessments in advanced Parkinson’s disease. IEEE J. Biomed. Health Inf. 19(6), 1829–1834 (2015)CrossRef Memedi, M., Nyholm, D., Johansson, A., Palhagen, S., Willows, T., Widner, H., Linder, J., Westin, J.: Validity and responsiveness of at-home touch-screen assessments in advanced Parkinson’s disease. IEEE J. Biomed. Health Inf. 19(6), 1829–1834 (2015)CrossRef
7.
Zurück zum Zitat Notermans, N.C., van Dijk, G.W., van der Graaf, Y., van Gijn, J., Wokke, J.H.: Measuring ataxia: quantification based on the standard neurological examination. J. Neurol. Neurosurg. Psychiatry 57(1), 22–26 (1994)CrossRef Notermans, N.C., van Dijk, G.W., van der Graaf, Y., van Gijn, J., Wokke, J.H.: Measuring ataxia: quantification based on the standard neurological examination. J. Neurol. Neurosurg. Psychiatry 57(1), 22–26 (1994)CrossRef
8.
Zurück zum Zitat Park, K., Lim, S.: A multipurpose smart activity monitoring system for personalized health services. Inf. Sci. 314, 240–254 (2015)CrossRef Park, K., Lim, S.: A multipurpose smart activity monitoring system for personalized health services. Inf. Sci. 314, 240–254 (2015)CrossRef
9.
Zurück zum Zitat Paschou, M., Sakkopoulos, E., Tsakalidis, A.: easyHealthApps: e-Health apps dynamic generation for smartphones & tablets. J. Med. Syst. 37(3), 9951 (2013)CrossRef Paschou, M., Sakkopoulos, E., Tsakalidis, A.: easyHealthApps: e-Health apps dynamic generation for smartphones & tablets. J. Med. Syst. 37(3), 9951 (2013)CrossRef
10.
Zurück zum Zitat Pullman, S.L.: Spiral analysis: a new technique for measuring tremor with a digitizing tablet. Mov. Disord. 13(Suppl. 3), 85–89 (1998) Pullman, S.L.: Spiral analysis: a new technique for measuring tremor with a digitizing tablet. Mov. Disord. 13(Suppl. 3), 85–89 (1998)
11.
Zurück zum Zitat Salarian, A., Russmann, H., Wider, C., Burkhard, P.R., Vingerhoets, F.J.G., Aminian, K.: Quantification of tremor and bradykinesia in Parkinson’s disease using a novel ambulatory monitoring system. IEEE Trans. Bio-med. Eng. 54(2), 313–322 (2007)CrossRef Salarian, A., Russmann, H., Wider, C., Burkhard, P.R., Vingerhoets, F.J.G., Aminian, K.: Quantification of tremor and bradykinesia in Parkinson’s disease using a novel ambulatory monitoring system. IEEE Trans. Bio-med. Eng. 54(2), 313–322 (2007)CrossRef
12.
Zurück zum Zitat Say, M.J., Jones, R., Scahill, R.I., Dumas, E.M., Coleman, A., Santos, R.C.D., Justo, D., Campbell, J.C., Queller, S., Shores, E.A., Tabrizi, S.J., Stout, J.C.: TRACK-HD investigators: visuomotor integration deficits precede clinical onset in Huntington’s disease. Neuropsychologia 49(2), 264–270 (2011)CrossRef Say, M.J., Jones, R., Scahill, R.I., Dumas, E.M., Coleman, A., Santos, R.C.D., Justo, D., Campbell, J.C., Queller, S., Shores, E.A., Tabrizi, S.J., Stout, J.C.: TRACK-HD investigators: visuomotor integration deficits precede clinical onset in Huntington’s disease. Neuropsychologia 49(2), 264–270 (2011)CrossRef
13.
Zurück zum Zitat Surangsrirat, D., Thanawattano, C.: Android application for spiral analysis in Parkinson’s Disease. In: 2012 Proceedings of IEEE Southeastcon, pp. 1–6. IEEE (2012) Surangsrirat, D., Thanawattano, C.: Android application for spiral analysis in Parkinson’s Disease. In: 2012 Proceedings of IEEE Southeastcon, pp. 1–6. IEEE (2012)
14.
Zurück zum Zitat Velázquez-Mariño, M., Atencia, M., García-Bermúdez, R., Pupo-Ricardo, D., Becerra-García, R., Velázquez-Pérez, L.: Contribution analysis of extracted variables from Finger-Nose-Finger test to the classification of SCA2 patients. In: III International Conference on Informatics and Computer Sciences, Havana, Cuba (2016) Velázquez-Mariño, M., Atencia, M., García-Bermúdez, R., Pupo-Ricardo, D., Becerra-García, R., Velázquez-Pérez, L.: Contribution analysis of extracted variables from Finger-Nose-Finger test to the classification of SCA2 patients. In: III International Conference on Informatics and Computer Sciences, Havana, Cuba (2016)
15.
Zurück zum Zitat Velazquez-Perez, L., de la Hoz-Oliveras, J., Perez-Gonzalez, R., Hechavarria, P.R., Herrera-Dominguez, H.: Quantitative evaluation of disorders of coordination in patients with Cuban type 2 spinocerebellar ataxia. Revista De Neurologia 32(7), 601–606 (2001) Velazquez-Perez, L., de la Hoz-Oliveras, J., Perez-Gonzalez, R., Hechavarria, P.R., Herrera-Dominguez, H.: Quantitative evaluation of disorders of coordination in patients with Cuban type 2 spinocerebellar ataxia. Revista De Neurologia 32(7), 601–606 (2001)
16.
Zurück zum Zitat Velázquez-Mariño, M., Atencia, M., García-Bermúdez, R., Pupo-Ricardo, D., Becerra-García, R., Pérez, L.V., Sandoval, F.: Cluster analysis of Finger-to-Nose test for spinocerebellar ataxia assessment. In: Rojas, I., Joya, G., Catala, A. (eds.) IWANN 2015. LNCS, vol. 9095, pp. 524–535. Springer, Cham (2015). doi:10.1007/978-3-319-19222-2_44 CrossRef Velázquez-Mariño, M., Atencia, M., García-Bermúdez, R., Pupo-Ricardo, D., Becerra-García, R., Pérez, L.V., Sandoval, F.: Cluster analysis of Finger-to-Nose test for spinocerebellar ataxia assessment. In: Rojas, I., Joya, G., Catala, A. (eds.) IWANN 2015. LNCS, vol. 9095, pp. 524–535. Springer, Cham (2015). doi:10.​1007/​978-3-319-19222-2_​44 CrossRef
17.
Zurück zum Zitat Westin, J., Dougherty, M., Nyholm, D., Groth, T.: A home environment test battery for status assessment in patients with advanced Parkinson’s disease. Comput. Methods Programs Biomed. 98(1), 27–35 (2010)CrossRef Westin, J., Dougherty, M., Nyholm, D., Groth, T.: A home environment test battery for status assessment in patients with advanced Parkinson’s disease. Comput. Methods Programs Biomed. 98(1), 27–35 (2010)CrossRef
18.
Zurück zum Zitat World Health Organization: mHealth: new horizons for health through mobile technologies. In: Second Global Survey on eHealth, Geneva (2011) World Health Organization: mHealth: new horizons for health through mobile technologies. In: Second Global Survey on eHealth, Geneva (2011)
Metadaten
Titel
Architecture for Neurological Coordination Tests Implementation
verfasst von
Michel Velázquez-Mariño
Miguel Atencia
Rodolfo García-Bermúdez
Francisco Sandoval
Daniel Pupo-Ricardo
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-59147-6_3