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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Bibliographische Detailangaben

Veröffentlicht in:	Physics in medicine & biology Jg. 65; H. 23; S. 235023
Hauptverfasser:	Wang, Le, Li, Jiaqi, Zhang, Shuming, Zhang, Xile, Zhang, Qilin, Chan, Maria F, Yang, Ruijie, Sui, Jing
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	England 27.11.2020
Schlagworte:	Humans Machine Learning Quality Control Radiotherapy Planning, Computer-Assisted - methods Radiotherapy, Intensity-Modulated - methods
ISSN:	1361-6560, 1361-6560
Online-Zugang:	Weitere Angaben
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