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Prediction of the output factor using machine and deep learning approach in uniform scanning proton therapy

PURPOSE: The purpose of this work is to develop machine and deep learning‐based models to predict output and MU based on measured patient quality assurance (QA) data in uniform scanning proton therapy (USPT). METHODS: This study involves 4,231 patient QA measurements conducted over the last 6 years....

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Detalles Bibliográficos
Autores principales: Grewal, Hardev S., Chacko, Michael S., Ahmad, Salahuddin, Jin, Hosang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386178/
https://www.ncbi.nlm.nih.gov/pubmed/32419245
http://dx.doi.org/10.1002/acm2.12899

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