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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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Publicat a:J Appl Clin Med Phys
Autors principals: Grewal, Hardev S., Chacko, Michael S., Ahmad, Salahuddin, Jin, Hosang
Format: Artigo
Idioma:Inglês
Publicat: John Wiley and Sons Inc. 2020
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7386178/
https://ncbi.nlm.nih.gov/pubmed/32419245
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/acm2.12899
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