Abstract
Spasticity is considered a wide spectrum disease that affects all age groups. However, the spasticity in children can have diverse causes, and commonly is present in those patients that have been diagnosed with Infantile Cerebral Palsy. Approximately two thirds of children with ICP present spasticity. On the other hand, traditional writing is a process related with children’s cognitive development, and allows creating new neural connections between hands, elbows and shoulders. For those reasons, in this paper we present a proposal that aims predicting writing in children with spasticity, with the objective of supporting the traditional writing learning process.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Kim, Y., Puranik, C., Otaiba, S.: Developmental trajectories of writing skills in first grade: examining the effects of SES and language and/or speech impairments. Elem. Sch. J., 593–613 (2015)
Rozina, H., Peden-McAlpine, C., et al.: Spasticity over time during acute rehabilitation: a study of patient and clinician scores. Appl. Nurs. Res., 16–23 (2016)
Dokyng, L., Jongmin, S., Jung, W., Tae-Beom, A.: Spasticity secondary to isolated involvement of the pyramidal tract. J. Neurol. Sci., 130–131 (2016)
Campenhout, A., Bar-On, L., et al.: Can we unmask features of spasticity during gait in children with cerebral palsy by increasing their walking velocity. Gait Posture 39, 953–957 (2014)
Rodriguez Mutuberria, L., Serravaldex, Y., et al.: La espasticidad como secuela de la enfermedad cerebrovascular. Resita Cubana Med. 43, 2–3 (2004)
Vivancos-Matekkabi, F., Pascual-Pascual, S., Nardi-Vilardaga, J.: Guía del tratamiento inytegral de la espasticidad. Rev. Neurol., 365–375 (2007)
Reyes, M., Chiodo, A., et al.: La espasticidad y las lesiones de la médula espinal. Model Syst. Knowl. Transl. Cent., 1–5 (2011)
Monica, M., Lillo, S.S.: Impacto de las nuevas terapias en el manjo de la hipertonía en el niño con parálisis cerebral. Reista Médica Clínica Las Condes 2(25), 315–329 (2014)
Tapias, G., García-Romero, M., et al.: Análisis de minimización de costes del tratameinto de la espasticidad en niños con parálisis cerebral con toxina botulínica tipo A: un estudio observacional, longitudinal retrospectivo. Farmacia Hospitalaria, 412–426 (2016)
Rodriguez, J., Baquero, S., et al.: Escritura en enfermedad de parkinson (EP): revisión sistemática de literatura. Acta Colomb. Psicología, 17–26 (2011)
Garcia Diez, D.: Fisioterapia de la espasticidad: técnicas y métodos. Fisioterapia, 25–35 (2004)
Hidalgo Vaca, K.: Beneficios del watsu unido al tratameinto convencional de rehabilitación que reciben los niños y niñas de 2 a 6 años con PC en el centro de rehabilitación “San Miguel” de la provincia de Cotopaxi. Repositorio Universidad Técnica de Ambato, Ambato (2006)
Rodriguez-Mansilla, J., Espejo-Antúnez, L., Bustamante-Lopez, A.: Eficienca de la acupuntura en la espasticidad del paciente que ha padecido un ictus. Atencion Primaria, 226–234 (2016)
Kuhlen, M., Hoell, J., et al. Effective treatment of spasticity using dronavinol in pediatric palliative care. Eur. J. Pediatr. Neurol., 1–6 (2016)
Santamato, A., Micello, M., Ranieri, M.: Employment of higher doses of botulinum toxim tipe A to reduce spasticiy after stroke. J. Neurol. Sci. 350, 1–6 (2015)
Esquenazi, A., Albanese, A., et al.: Evidence-based review and assessment of botulinum neurotoxin for the treatment of adult spasticity in the upper motor neuron syndrome. Toxicon 67, 115–128 (2013)
Stevenson, V., Playford, D.: Neurological rehabilitation and the management of spasticity. Neurol. Rehabil., 530–536 (2016)
Vanegas, H., Perez, C., et al.: Terapia de movimiento inducido por restricción del lado sano: adaptaciones desde fisioterapia a la terapia del lenguaje en usuarios con afasia. Rev. Signos Fónicos, 1–6 (2016)
David, J., Balakrishnan, K.: Machine learning approach for prediction of learning disabilities in school age children. Comput. Appl. 9, 10 (2010)
Champa, H., AnadaKumar, K.R.: Artificial neural network for human behavior prediction through handwriting analysis. Int. J. Comput. Appl. (2010)
Prasad, S., Singh, V.K., Sapre, A.: Handwriting analysis based on segmentation method for prediction of human personality using support vector machine. Int. J. Comput. Appl. 8(12), 25–29 (2010)
Iwayama, V., Akiyama, V.: Online handwriting recognition technology and its applications. Fujitsu Sci. Technol., 170–178 (2004)
Nishide, S., Okuno, H., Ogata, T., Tani, J.: Handwriting prediction based character recognition using recurrent neural network. In: 2011 IEEE International Conference on Systems, Man, and Cybernetics (2011)
Quizhpi, A.: Diseño de una aplicacion multimedia para niños con patálisi cerebral que sufren transtornos del habla y del lenguaje. Reposistorio Universidad del Azual, Cuenca (2016)
Meneses Castaño, C., Peñaloza Peñaranda, Y., et al.: Aplicación de la terapia robótica para el tratamiento de la mano espástica del adulto con hemiplejía. Rev. Mex. Med. Fis. Rehabilitación, 80–85 (2015)
Flores Celis, D.: Software interactivo controlado por un sistema electromiográfico para mejorar la comunicación en pacientes con patálisis cerebral infantil en el hogar clínica San Juan de Dios. Universidad Catóica santo torivio de morgrovejo, Chiclayo (2015)
Salinas, P., Prado, F.: Dilemas éticos en niños con enfermedades neuromusculares y dependencias tecnológicas, Archios de pediatría del Uruguay (2016)
Vidal, X., Tur, M.: Tratamiento de fisioterapia para la espasticidad en PC. In: ASPACE (2010)
Acknowledgments
This work was part of the research project “SINSAE v4 Sistemas Inteligentes de Soporte a la Educación Especial” which is part of the research group on artificial intelligence and GI-IATA assistance technologies of the Salesian Polytechnic University Cuenca-Ecuador.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Serpa-Andrade, L., González-Delgado, L., Parra-Astudillo, A., Ojeda-Zamalloa, I., Robles-Bykbaev, V., Bunay, R. (2018). Design of an Intelligent System for Prediction and Simulation of Writing in Children with Spasticity. In: Duffy, V., Lightner, N. (eds) Advances in Human Factors and Ergonomics in Healthcare and Medical Devices. AHFE 2017. Advances in Intelligent Systems and Computing, vol 590. Springer, Cham. https://doi.org/10.1007/978-3-319-60483-1_58
Download citation
DOI: https://doi.org/10.1007/978-3-319-60483-1_58
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-60482-4
Online ISBN: 978-3-319-60483-1
eBook Packages: EngineeringEngineering (R0)