Deep learning-based auto-delineation of gross tumour volumes and involved nodes in PET/CT images of head and neck cancer patients

PURPOSE: Identification and delineation of the gross tumour and malignant nodal volume (GTV) in medical images are vital in radiotherapy. We assessed the applicability of convolutional neural networks (CNNs) for fully automatic delineation of the GTV from FDG-PET/CT images of patients with head and...

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Detalles Bibliográficos
Autores principales: Moe, Yngve Mardal, Groendahl, Aurora Rosvoll, Tomic, Oliver, Dale, Einar, Malinen, Eirik, Futsaether, Cecilia Marie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8263429/
https://www.ncbi.nlm.nih.gov/pubmed/33559711
http://dx.doi.org/10.1007/s00259-020-05125-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8263429/
https://www.ncbi.nlm.nih.gov/pubmed/33559711
http://dx.doi.org/10.1007/s00259-020-05125-x

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