Predicting the Biomechanical Strength of Proximal Femur Specimens through High Dimensional Geometric Features and Support Vector Regression

Estimating local trabecular bone quality for purposes of femoral bone strength prediction is important for improving the clinical assessment of osteoporotic hip fracture risk. In this study, we explore the ability of geometric features derived from the Scaling Index Method (SIM) in predicting the bi...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Yang, Chien-Chun, Nagarajan, Mahesh B., Huber, Markus B., Carballido-Gamio, Julio, Bauer, Jan S., Baum, Thomas, Eckstein, Felix, Lochmüller, Eva, Majumdar, Sharmila, Link, Thomas M., Wismüller, Axel
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5697150/
https://ncbi.nlm.nih.gov/pubmed/29170579
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2006265
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