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Transfer learning approach based on computed tomography images for predicting late xerostomia after radiotherapy in patients with oropharyngeal cancer

BACKGROUND AND PURPOSE: Although the latest breakthroughs in radiotherapy (RT) techniques have led to a decrease in adverse event rates, these techniques are still associated with substantial toxicity, including xerostomia. Imaging biomarkers could be useful to predict the toxicity risk related to e...

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Detalles Bibliográficos
Autores principales: Fanizzi, Annarita, Scognamillo, Giovanni, Nestola, Alessandra, Bambace, Santa, Bove, Samantha, Comes, Maria Colomba, Cristofaro, Cristian, Didonna, Vittorio, Di Rito, Alessia, Errico, Angelo, Palermo, Loredana, Tamborra, Pasquale, Troiano, Michele, Parisi, Salvatore, Villani, Rossella, Zito, Alfredo, Lioce, Marco, Massafra, Raffaella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9537690/
https://www.ncbi.nlm.nih.gov/pubmed/36213659
http://dx.doi.org/10.3389/fmed.2022.993395