Summary
Flat feet is very popular dysfunction seen in schoolchildren. The effect of different methods of flat feet treatment is not clear. The purpose of this study was using a new algorithm, based on data mining techniques, to predict the success of flat feet correction. The results show that the rules extracted in database are correlated with previous made statistical analysis and doctors suggestions in 82%. Clinicians should reduce the arch height by using physical therapy exercises. Our results show that the arch height correction is increased by age and place of living, and decreased as body mass increased.
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References
Leung, A.K.L., Mak, A.F.T., Evans, J.H.: Biomechanical gait evaluation of the immediate effect of orthotic treatment for flexible flatfoot. Prosthetics and Orthotics International 22, 25–34 (1998)
Daunoravičienė, K., Pauk, J., Raso, J., Griškevičius, J.: Research of Muscular Activity during Gait of Persons with Cerebral Palsy. In: Choraś, R.S., et al. (eds.) Image Processing and Communications Challenges 2. AISC, vol. 84, pp. 255–261. Springer, Heidelberg (2010)
Pauk, J., Daunoraviciene, K., et al.: Analysis of the plantar pressure distribution in children with foot deformities. Acta of Bioengineering and Biomechanics 12(1), 29–34 (2010)
Wenger, D.R., Diego, S., et al.: Corrective shoes and inserts as treatment for flexible flatfoot in infants and children. J. Bone Joint Surg. 71A, 800–810 (1989)
Rose, G.K., Welton, E.A., Marshall, T.: The diagnosis of flat foot in the child. J. Bone Joint Surg. 67B, 71–78 (1985)
Pauk, J., Ezerskiy, V.: The effect of foot orthotics on arch height: Prediction of arch height correction in flat foot children. Biocybernetics and Biomedical Engineering 31(1), 51–62 (2011)
Cole, T.J., Belizzi, M.C., et al.: Establishing a standard definition for child overweight and obesity worldwide: international survey. Br. Med. J. 320, 1–6 (2000)
Kowalski, K.C., Crocker, P.R.E., Faulkner, R.A.: Validation of the Physical Activity Questionnaire for Older Children. Pediatric Exercise Science 9, 74–186 (1997)
Ras, Z., Dardzinska, A.: Extracting Rules from Incomplete Decision Systems: System ERID, pp. 143–154. Springer (2005)
Chmielewski, M.R., Grzymala-Busse, J.W., et al.: The rule induction system LERS-A version for personal computers. Found. Comput. Decision Sci. 18, 181–212 (1993)
Kryszkiewicz, M.: Rough set approach to incomplete information systems. Information Sciences, 39–49 (1998)
Dardzińska, A., Raś, Z.W.: CHASE 2 – Rule Based Chase Algorithm for Information Systems of Type λ. In: Tsumoto, S., Yamaguchi, T., Numao, M., Motoda, H. (eds.) AM 2003. LNCS (LNAI), vol. 3430, pp. 255–267. Springer, Heidelberg (2005)
Dardzinska, A., Ras, Z.: On Rule Discovery from Incomplete Information Systems. In: Proceedings of ICDM 2003 Workshop on Foundations and New Directions of Data Mining, pp. 31–35 (2003)
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Pauk, J., Dardzinska, A. (2013). New Method for Finding Rules in Incomplete Information Systems Controlled by Reducts in Flat Feet Treatment. In: Choraś, R. (eds) Image Processing and Communications Challenges 4. Advances in Intelligent Systems and Computing, vol 184. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32384-3_26
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DOI: https://doi.org/10.1007/978-3-642-32384-3_26
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