Robust contour propagation using deep learning and image registration for online adaptive proton therapy of prostate cancer

PURPOSE: To develop and validate a robust and accurate registration pipeline for automatic contour propagation for online adaptive Intensity‐Modulated Proton Therapy (IMPT) of prostate cancer using elastix software and deep learning. METHODS: A three‐dimensional (3D) Convolutional Neural Network was...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Elmahdy, Mohamed S., Jagt, Thyrza, Zinkstok, Roel Th., Qiao, Yuchuan, Shahzad, Rahil, Sokooti, Hessam, Yousefi, Sahar, Incrocci, Luca, Marijnen, C.A.M., Hoogeman, Mischa, Staring, Marius
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2019
Assuntos:
THERAPEUTIC INTERVENTIONS
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6852565/
https://ncbi.nlm.nih.gov/pubmed/31111962
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.13620
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