Knowledge-based versus deep learning based treatment planning for breast radiotherapy

Background and Purpose: To improve radiotherapy (RT) planning efficiency and plan quality, knowledge-based planning (KBP) and deep learning (DL) solutions have been developed. We aimed to make a direct comparison of these models for breast cancer planning using the same training, validation, and tes...

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Detalhes bibliográficos
Main Authors: Daniel Portik, Enrico Clementel, Jérôme Krayenbühl, Nienke Bakx, Nicolaus Andratschke, Coen Hurkmans
Formato: Artigo
Idioma:English
Publicado em: Elsevier 2024-01-01
Colecção:Physics and Imaging in Radiation Oncology
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2405631624000095