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Automatic contouring system for cervical cancer using convolutional neural networks

PURPOSE: To develop a tool for the automatic contouring of clinical treatment volumes (CTVs) and normal tissues for radiotherapy treatment planning in cervical cancer patients. METHODS: An auto‐contouring tool based on convolutional neural networks (CNN) was developed to delineate three cervical CTV...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Rhee, Dong Joo, Jhingran, Anuja, Rigaud, Bastien, Netherton, Tucker, Cardenas, Carlos E., Zhang, Lifei, Vedam, Sastry, Kry, Stephen, Brock, Kristy K., Shaw, William, O’Reilly, Frederika, Parkes, Jeannette, Burger, Hester, Fakie, Nazia, Trauernicht, Chris, Simonds, Hannah, Court, Laurence E.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7756586/
https://ncbi.nlm.nih.gov/pubmed/32964477
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.14467
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