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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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Bibliografski detalji
Izdano u:J Appl Clin Med Phys
Glavni autori: Grewal, Hardev S., Chacko, Michael S., Ahmad, Salahuddin, Jin, Hosang
Format: Artigo
Jezik:Inglês
Izdano: John Wiley and Sons Inc. 2020
Teme:
Online pristup: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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