Automatic segmentation of nasopharyngeal carcinoma on CT images using efficient UNet‐2.5D ensemble with semi‐supervised pretext task pretraining

Nasopharyngeal carcinoma (NPC) is primarily treated with radiation therapy. Accurate delineation of target volumes and organs at risk is important. However, manual delineation is time-consuming, variable, and subjective depending on the experience of the radiation oncologist. This work explores the...

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Detalles Bibliográficos
Autores principales: Domoguen, Jansen Keith L., Manuel, Jen-Jen A., Cañal, Johanna Patricia A., Naval, Prospero C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691832/
https://www.ncbi.nlm.nih.gov/pubmed/36439414
http://dx.doi.org/10.3389/fonc.2022.980312

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691832/
https://www.ncbi.nlm.nih.gov/pubmed/36439414
http://dx.doi.org/10.3389/fonc.2022.980312

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