Virtual pretreatment patient‐specific quality assurance of volumetric modulated arc therapy using deep learning

Virtual pretreatment patient‐specific quality assurance of volumetric modulated arc therapy using deep learning

<h3>Background</h3><p dir="ltr">Automatic patient‐specific quality assurance (PSQA) is recently explored using artificial intelligence approaches, and several studies reported the development of machine learning models for predicting the gamma pass rate (GPR) index only.&...

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Bibliographic Details
Main Author: SA Yoganathan (17760132) (author)
Other Authors: Sharib Ahmed (17760135) (author), Satheesh Paloor (14776915) (author), Tarraf Torfeh (17760138) (author), Souha Aouadi (14776921) (author), Noora Al‐Hammadi (14776924) (author), Rabih Hammoud (14776912) (author)
Published: 2023
Subjects:
Biomedical and clinical sciences
Clinical sciences
Oncology and carcinogenesis
Information and computing sciences
Machine learning
Physical sciences
Medical and biological physics
automatic
deep learning
gamma evaluation
QA
VMAT
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