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The Bootstrap Approach to the Comparison of Two Methods Applied to the Evaluation of the Growth Index in the Analysis of the Digital X-ray Image of a Bone Regenerate

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New Trends in Computational Collective Intelligence

Part of the book series: Studies in Computational Intelligence ((SCI,volume 572))

Abstract

The bone elongation by Ilizarov method is the important way of treatment of physical disability. During the elongation is necessary to control the accumulation of a regenerate and indicate the moment when fixator should be removed. The control is performed by observing the X-ray images and evaluation of the Regenerate Development coefficient. The automated image analysis is used to ensure the objectivity and reproducibility of the measurement. The authors have developed a new method for evaluating coefficient reflecting the specific treatment regenerate parts of an image associated with intramedullary nail. To assess the equivalence of the method with respect to the current, the bootstrap method was applied to sample of 23 X ray images. The bootstrap method provided the simulated distribution of the difference between the index obtained from the new method and the index obtained from the previous one.

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References

  1. Paley, D.: Problems, Obstacles, and Complications of Limb Lengthening by the Ilizarov Technique. Clin. Orthop. Relat. R 81–104 (1990)

    Google Scholar 

  2. Paley, D.: History and Science Behind the Six-Axis Correction External Fixation Devices in Orthopaedic Surgery. Operative Techniques in Orthopaedics 21, 125–128 (2011)

    Article  MathSciNet  Google Scholar 

  3. Dobyns, J.H., Wood, V.E., Bayne, L.G.: Congenital hand deformities. In: Green, D.P. (ed.) Operative Hand Surgery, Churchill Livingstone, New York (1993)

    Google Scholar 

  4. Babatunde, O.M., Fragomen, A.T., Rozbruch, S.R.: Noninvasive quantitative assessment of bone healing after distraction osteogenesis. HSS Journal: the Musculoskeletal Journal of Hospital for Special Surgery 6, 71–78 (2010)

    Article  Google Scholar 

  5. Cole, J.D., Justin, D., Kasparis, T., DeVlught, D., Knobloch, C.: The intramedullary skeletal kinetic distractor (ISKD): first clinical results of a new intramedullary nail for lengthening of the femur and tibia. Injury 32, 129–139 (2001)

    Article  Google Scholar 

  6. Kenawey, M., Krettek, C., Liodakis, E., Meller, R., Hankemeier, S.: Insufficient bone regenerate after intramedullary femoral lengthening risk factors and classification system. Clin. Orthop. Rel. Res. 469, 264–273 (2011)

    Article  Google Scholar 

  7. Mazeau, P., Assi, C., Louahem, D., L’Kaissi, M., Delpont, M., Cottalorda, J.: Complications of Albizzia femoral lengthening nail: an analysis of 36 cases. J. Pediatr. Orthop. – Part B 21, 394–399 (2012)

    Article  Google Scholar 

  8. Wang, K., Edwards, E.: Intramedullary skeletal kinetic distractor in the treatment of leg length discrepancy – a review of 16 cases and analysis of complications. J. Orthop. Trauma. 26, E138–E144 (2012)

    Google Scholar 

  9. Yamaguchi, K., Yanagimoto, S., Kageyama, T., Fujita, Y., Funayama, A., Kanaji, A., S.M., Toyama, Y.: Experimental assessment of a novel intramedullary nail for callus distraction by the segmental bone transport method. J. Orthop. Sci. 19, 323–331 (2014)

    Google Scholar 

  10. Eyres, K.S., Bell, M.J., Kanis, J.A.: New bone formation during leg lengthening. Evaluated by dual energy X-ray absorptiometry. J. Bone Joint Surg. Br. 75, 96–106 (1993)

    Google Scholar 

  11. Cope, J.B., Samchukov, M.L.: Mineralization dynamics of regenerate bone during mandibular osteodistraction. Int. J. Oral Max. Surg. 30, 234–242 (2001)

    Article  Google Scholar 

  12. Dinah, A.F.: Predicting duration of Ilizarov frame treatment for tibial lengthening. Bone 34, 845–848 (2004)

    Article  Google Scholar 

  13. Hazra, S., Song, H.R., Biswal, S., Lee, S.H., Lee, S.H., Jang, K.M., Modi, H.N.: Quantitative assessment of mineralization in distraction osteogenesis. Skeletal Radiology 37, 843–847 (2008)

    Article  Google Scholar 

  14. Gądek, A., Wojnar, L., Tęsiorowski, M., Jasiewicz, B.: A new method for quantification of regenerated bone tissue on X-ray images of elongated bones. Image Analysis and Stereology 22, 183–191 (2003)

    Article  Google Scholar 

  15. Gądek, A.: Computer image analysis of bone regenerate in the Ilizarov’s method. Institute of Applied Informatics, Cracow Univ. of Technology, Cracow (2005)

    Google Scholar 

  16. Rohatgi, V.K., Saleh, A.K.M.E.: An introduction to probability and statistics. John Wiley & Sons, New York (2001)

    MATH  Google Scholar 

  17. Chernick, M.R.: Bootstrap Methods: A Guide for Practitioners and Researchers. John Wiley & Sons, Hoboken (2008)

    Google Scholar 

  18. Shao, J., Tu, D.: The Jackknife and Bootstrap. Springer Science+Business Media, New York (1995)

    Google Scholar 

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Correspondence to Aneta Gądek-Moszczak .

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Gądek-Moszczak, A., Pietraszek, J., Jasiewicz, B., Sikorska, S., Wojnar, L. (2015). The Bootstrap Approach to the Comparison of Two Methods Applied to the Evaluation of the Growth Index in the Analysis of the Digital X-ray Image of a Bone Regenerate. In: Camacho, D., Kim, SW., Trawiński, B. (eds) New Trends in Computational Collective Intelligence. Studies in Computational Intelligence, vol 572. Springer, Cham. https://doi.org/10.1007/978-3-319-10774-5_12

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  • DOI: https://doi.org/10.1007/978-3-319-10774-5_12

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-10773-8

  • Online ISBN: 978-3-319-10774-5

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