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[(18)F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation

PURPOSE: To test the performances of native and tumour to liver ratio (TLR) radiomic features extracted from pre-treatment 2-[(18)F] fluoro-2-deoxy-D-glucose ([(18)F]FDG) PET/CT and combined with machine learning (ML) for predicting cancer recurrence in patients with locally advanced cervical cancer...

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Detalles Bibliográficos
Autores principales: Ferreira, Marta, Lovinfosse, Pierre, Hermesse, Johanne, Decuypere, Marjolein, Rousseau, Caroline, Lucia, François, Schick, Ulrike, Reinhold, Caroline, Robin, Philippe, Hatt, Mathieu, Visvikis, Dimitris, Bernard, Claire, Leijenaar, Ralph T. H., Kridelka, Frédéric, Lambin, Philippe, Meyer, Patrick E., Hustinx, Roland
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440288/
https://www.ncbi.nlm.nih.gov/pubmed/33772334
http://dx.doi.org/10.1007/s00259-021-05303-5