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Improved pulmonary nodule classification utilizing quantitative lung parenchyma features

Current computer-aided diagnosis (CAD) models for determining pulmonary nodule malignancy characterize nodule shape, density, and border in computed tomography (CT) data. Analyzing the lung parenchyma surrounding the nodule has been minimally explored. We hypothesize that improved nodule classificat...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Dilger, Samantha K. N., Uthoff, Johanna, Judisch, Alexandra, Hammond, Emily, Mott, Sarah L., Smith, Brian J., Newell, John D., Hoffman, Eric A., Sieren, Jessica C.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2015
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4748146/
https://ncbi.nlm.nih.gov/pubmed/26870744
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.2.4.041004
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