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Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty

Methods of designing equipment to improve quality have been developed by Taguchi. A key feature of these methods is the development of loss function, which quantifies the financial cost (loss) resulting from deviations from target dimensions. Total knee arthroplasties can fail due to prosthetic comp...

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Autores principales: Kusuma, Srinu, Urquhart, Andrew G, Hughes, Richard E
Formato: Texto
Lenguaje:English
Publicado: Bentham Open 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2762636/
https://www.ncbi.nlm.nih.gov/pubmed/19838327
http://dx.doi.org/10.2174/1874120700903010039
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author Kusuma, Srinu
Urquhart, Andrew G
Hughes, Richard E
author_facet Kusuma, Srinu
Urquhart, Andrew G
Hughes, Richard E
author_sort Kusuma, Srinu
collection PubMed
description Methods of designing equipment to improve quality have been developed by Taguchi. A key feature of these methods is the development of loss function, which quantifies the financial cost (loss) resulting from deviations from target dimensions. Total knee arthroplasties can fail due to prosthetic component malalignment. A Taguchi loss function for varus/valgus alignment of the prosthesis and revision rates was developed. Six studies were identified from a comprehensive literature search. Varus and extreme valgus alignments correlated with an increased percentage of prosthetic failure. A loss function of L( y) = $326.80y(2) , where y was deviation from ideal varus/valgus angle, was determined. The expected loss function was [Formula: see text] , where [Formula: see text] was the mean deviance from the ideal varus/valgus angle and s(2) was the variance in varus/valgus angle. This loss function was used to estimate the cost savings of using computer-assisted surgical navigation in total knee arthroplasty (TKA). The average savings of a navigated TKA versus a conventional TKA, based on the expected loss equation derived from the Taguchi loss function, was $2,304 per knee. The expected loss function derived here can serve as a tool for biomedical engineers seeking to use Taguchi quality engineering methods in designing orthopaedic devices.
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spelling pubmed-27626362009-10-16 Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty Kusuma, Srinu Urquhart, Andrew G Hughes, Richard E Open Biomed Eng J Article Methods of designing equipment to improve quality have been developed by Taguchi. A key feature of these methods is the development of loss function, which quantifies the financial cost (loss) resulting from deviations from target dimensions. Total knee arthroplasties can fail due to prosthetic component malalignment. A Taguchi loss function for varus/valgus alignment of the prosthesis and revision rates was developed. Six studies were identified from a comprehensive literature search. Varus and extreme valgus alignments correlated with an increased percentage of prosthetic failure. A loss function of L( y) = $326.80y(2) , where y was deviation from ideal varus/valgus angle, was determined. The expected loss function was [Formula: see text] , where [Formula: see text] was the mean deviance from the ideal varus/valgus angle and s(2) was the variance in varus/valgus angle. This loss function was used to estimate the cost savings of using computer-assisted surgical navigation in total knee arthroplasty (TKA). The average savings of a navigated TKA versus a conventional TKA, based on the expected loss equation derived from the Taguchi loss function, was $2,304 per knee. The expected loss function derived here can serve as a tool for biomedical engineers seeking to use Taguchi quality engineering methods in designing orthopaedic devices. Bentham Open 2009-09-07 /pmc/articles/PMC2762636/ /pubmed/19838327 http://dx.doi.org/10.2174/1874120700903010039 Text en © Kusuma et al.; Licensee Bentham Open. http://creativecommons.org/licenses/by-nc/3.0/ This is an open access article licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
spellingShingle Article
Kusuma, Srinu
Urquhart, Andrew G
Hughes, Richard E
Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty
title Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty
title_full Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty
title_fullStr Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty
title_full_unstemmed Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty
title_short Taguchi Loss Function for Varus/Valgus Alignment in Total Knee Arthroplasty
title_sort taguchi loss function for varus/valgus alignment in total knee arthroplasty
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2762636/
https://www.ncbi.nlm.nih.gov/pubmed/19838327
http://dx.doi.org/10.2174/1874120700903010039
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