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Inferring FDG-PET-positivity of lymph node metastases in proven lung cancer from contrast-enhanced CT using radiomics and machine learning

BACKGROUND: We evaluated the role of radiomics applied to contrast-enhanced computed tomography (CT) in the detection of lymph node (LN) metastases in patients with known lung cancer compared to (18)F-fluorodeoxyglucose positron emission tomography (PET)/CT as a reference. METHODS: This retrospectiv...

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Detalles Bibliográficos
Autores principales: Gorodetski, Boris, Becker, Philipp Hendrik, Baur, Alexander Daniel Jacques, Hartenstein, Alexander, Rogasch, Julian Manuel Michael, Furth, Christian, Amthauer, Holger, Hamm, Bernd, Makowski, Marcus, Penzkofer, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9474782/
https://www.ncbi.nlm.nih.gov/pubmed/36104467
http://dx.doi.org/10.1186/s41747-022-00296-8