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Technical Note: Dose prediction for radiation therapy using feature‐based losses and One Cycle Learning

PURPOSE: To present the technical details of the runner‐up model in the open knowledge‐based planning (OpenKBP) challenge for the dose–volume histogram (DVH) stream. The model was designed to ensure simple and reproducible training, without the necessity of costly advanced generative adversarial net...

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Detalles Bibliográficos
Autores principales: Zimmermann, Lukas, Faustmann, Erik, Ramsl, Christian, Georg, Dietmar, Heilemann, Gerd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518421/
https://www.ncbi.nlm.nih.gov/pubmed/34156727
http://dx.doi.org/10.1002/mp.14774