How smart is artificial intelligence in organs delineation? Testing a CE and FDA-approved Deep-Learning tool using multiple expert contours delineated on planning CT images

BACKGROUND: A CE- and FDA-approved cloud-based Deep learning (DL)-tool for automatic organs at risk (OARs) and clinical target volumes segmentation on computer tomography images is available. Before its implementation in the clinical practice, an independent external validation was conducted. METHOD...

Descripción completa

Detalles Bibliográficos
Autores principales: Strolin, Silvia, Santoro, Miriam, Paolani, Giulia, Ammendolia, Ilario, Arcelli, Alessandra, Benini, Anna, Bisello, Silvia, Cardano, Raffaele, Cavallini, Letizia, Deraco, Elisa, Donati, Costanza Maria, Galietta, Erika, Galuppi, Andrea, Guido, Alessandra, Ferioli, Martina, Laghi, Viola, Medici, Federica, Ntreta, Maria, Razganiayeva, Natalya, Siepe, Giambattista, Tolento, Giorgio, Vallerossa, Daria, Zamagni, Alice, Morganti, Alessio Giuseppe, Strigari, Lidia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10019504/
https://www.ncbi.nlm.nih.gov/pubmed/36937399
http://dx.doi.org/10.3389/fonc.2023.1089807

Ejemplares similares

Ejemplares similares