Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective imaging registry

BACKGROUND/PURPOSE: Oropharyngeal cancer (OPC) primary gross tumor volume (GTVp) segmentation is crucial for radiotherapy. Multiparametric MRI (mpMRI) is increasingly used for OPC adaptive radiotherapy but relies on manual segmentation. Therefore, we constructed mpMRI deep learning (DL) OPC GTVp aut...

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Detalles Bibliográficos
Autores principales: Wahid, Kareem A., Ahmed, Sara, He, Renjie, van Dijk, Lisanne V., Teuwen, Jonas, McDonald, Brigid A., Salama, Vivian, Mohamed, Abdallah S.R., Salzillo, Travis, Dede, Cem, Taku, Nicolette, Lai, Stephen Y., Fuller, Clifton D., Naser, Mohamed A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570930/
https://www.ncbi.nlm.nih.gov/pubmed/34765748
http://dx.doi.org/10.1016/j.ctro.2021.10.003

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570930/
https://www.ncbi.nlm.nih.gov/pubmed/34765748
http://dx.doi.org/10.1016/j.ctro.2021.10.003

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