Texture analysis of iodine maps and conventional images for k-nearest neighbor classification of benign and metastatic lung nodules

BACKGROUND: The purpose of this study was to analyze if the use of texture analysis on spectral detector CT (SDCT)-derived iodine maps (IM) in addition to conventional images (CI) improves lung nodule differentiation, when being applied to a k-nearest neighbor (KNN) classifier. METHODS: 183 cancer p...

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Detalhes bibliográficos
Publicado no:Cancer Imaging
Main Authors: Lennartz, Simon, Mager, Alina, Große Hokamp, Nils, Schäfer, Sebastian, Zopfs, David, Maintz, David, Reinhardt, Hans Christian, Thomas, Roman K., Caldeira, Liliana, Persigehl, Thorsten
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
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Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7836145/
https://ncbi.nlm.nih.gov/pubmed/33499939
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40644-020-00374-3
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