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Regional Context-Sensitive Support Vector Machine Classifier to Improve Automated Identification of Regional Patterns of Diffuse Interstitial Lung Disease

We propose the use of a context-sensitive support vector machine (csSVM) to enhance the performance of a conventional support vector machine (SVM) for identifying diffuse interstitial lung disease (DILD) in high-resolution computerized tomography (HRCT) images. Nine hundred rectangular regions of in...

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Detalhes bibliográficos
Main Authors: Lim, Jonghyuck, Kim, Namkug, Seo, Joon Beom, Lee, Young Kyung, Lee, Youngjoo, Kang, Suk-Ho
Formato: Artigo
Idioma:Inglês
Publicado em: Springer-Verlag 2011
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3222551/
https://ncbi.nlm.nih.gov/pubmed/21311944
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-011-9367-0
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