A new deep learning model for predicting IMRT dose distributions for lung cancer with dose masks

Purpose3D U-Net deep neural networks are widely used for predicting radiotherapy dose distributions. However, dose prediction for lung cancer IMRT is limited to conventional radiotherapy, with significant errors in predicting the intermediate and low-dose regions.MethodsWe included a mixed dataset o...

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Autors principals:	Xuezhen Feng, Mingqing Wang, Xinyan Lin, Can Li, Yuxi Pan, Guoping Zuo, Ruijie Yang
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2025-08-01
Col·lecció:	Frontiers in Oncology
Matèries:	deep learning IMRT dose prediction radiotherapy treatment planning lung cancer
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fonc.2025.1587788/full
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