Abstract:Background: Machine learning (ML) and deep learning(DL) technology has been used widely in the quality assurance. Due to the complexity of intensity modulated radiotherapy(IMRT)technology, the implementation of patient-specific quality assurance (PSQA) before the treatment has become an essential part in the IMRT. Therefore, this paper is aim to establish the different machine learning classification predict models of gamma pass rates for specific dosimetric verification of pelvic IMRT plan which based on the … Show more
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