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The combination of a histogram-based clustering algorithm and support vector machine for the diagnosis of osteoporosis

PURPOSE: To prevent low bone mineral density (BMD), that is, osteoporosis, in postmenopausal women, it is essential to diagnose osteoporosis more precisely. This study presented an automatic approach utilizing a histogram-based automatic clustering (HAC) algorithm with a support vector machine (SVM)...

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Detalhes bibliográficos
Main Authors: Kavitha, Muthu Subash, Asano, Akira, Taguchi, Akira, Heo, Min-Suk
Formato: Artigo
Idioma:Inglês
Publicado em: Korean Academy of Oral and Maxillofacial Radiology 2013
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3784674/
https://ncbi.nlm.nih.gov/pubmed/24083208
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5624/isd.2013.43.3.153
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