2016
DOI: 10.2298/sarh1610507k
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Factors that predict walking ability with a prosthesis in lower limb amputees

Abstract: By using SVM model with four variables (age, FCI, level of amputation, and mobility at admission) we are able to predict the level of ambulation with a prosthesis in lower limb amputees with high accuracy.

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Cited by 10 publications
(7 citation statements)
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“…It is not clear whether amputation level can accurately inform potential walking ability. There has been recent literature that has supported this (Gaunaurd et al, 2013;Knezevic et al, 2016;Stineman et al, 2010;van Eijk et al, 2012;Webster et al, 2012), and literature that has refuted this assumption (Czierniecki, Turner, Williams, Hakimi, & Norvell, 2012;Gremeaux et al, 2012;Suckow et al, 2012). Notably, the impact of advanced knee joint technology on walking ability was only reported in one of these publications (Gaunaurd et al, 2013) while older publications preceded the commercialization of MPKs.…”
Section: Discussionmentioning
confidence: 96%
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“…It is not clear whether amputation level can accurately inform potential walking ability. There has been recent literature that has supported this (Gaunaurd et al, 2013;Knezevic et al, 2016;Stineman et al, 2010;van Eijk et al, 2012;Webster et al, 2012), and literature that has refuted this assumption (Czierniecki, Turner, Williams, Hakimi, & Norvell, 2012;Gremeaux et al, 2012;Suckow et al, 2012). Notably, the impact of advanced knee joint technology on walking ability was only reported in one of these publications (Gaunaurd et al, 2013) while older publications preceded the commercialization of MPKs.…”
Section: Discussionmentioning
confidence: 96%
“…K-levels are used for coverage guidelines for MPKs. The separation of FCI from coverage guidelines limits its bias in patient categorization relative to MPK (Knezevic et al, 2016). The FCI was designed and validated for assigning a weighted score for an individual's comorbid health for predicting physical function (Groll et al, 2005).…”
Section: Instrumentsmentioning
confidence: 99%
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“…Um dos momentos cruciais no período pós-amputação do membro é a decisão se o paciente será um candidato adequado para uma prótese 19 . Esta decisão nem sempre é fácil e fatores que poderiam predizer o resultado da reabilitação nesses pacientes são parcialmente compreendidos 15 .…”
Section: Introductionunclassified
“…Majority of the other studies suggest worse outcome in patients of older age at the moment of the lower limb amputation [6][7][8][9][10][11][12][13] . Similar studies, however, in principle, do not identify patient gender as a relevant determinant of success of the prosthetic rehabilitation process 3,14 .…”
Section: Introductionmentioning
confidence: 99%