Multi-task autoencoder based classification-regression model for patient-specific VMAT QA

Patient-specific quality assurance (PSQA) of volumetric modulated arc therapy (VMAT) to assure accurate treatment delivery is resource-intensive and time-consuming. Recently, machine learning has been increasingly investigated in PSQA results prediction. However, the classification performance of mo...

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Bibliographic Details

Published in:	Physics in medicine & biology Vol. 65; no. 23; p. 235023
Main Authors:	Wang, Le, Li, Jiaqi, Zhang, Shuming, Zhang, Xile, Zhang, Qilin, Chan, Maria F, Yang, Ruijie, Sui, Jing
Format:	Journal Article
Language:	English
Published:	England 27.11.2020
Subjects:	Humans Machine Learning Quality Control Radiotherapy Planning, Computer-Assisted - methods Radiotherapy, Intensity-Modulated - methods
ISSN:	1361-6560, 1361-6560
Online Access:	Get more information
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