Predicting Three-Dimensional Dose Distribution of Prostate Volumetric Modulated Arc Therapy Using Deep Learning

Predicting Three-Dimensional Dose Distribution of Prostate Volumetric Modulated Arc Therapy Using Deep Learning

Background: Volumetric modulated arc therapy (VMAT) planning is a time-consuming process of radiation therapy. With a deep learning approach, 3D dose distribution can be predicted without the need for an actual dose calculation. This approach can accelerate the process by guiding and confirming the...

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Bibliographic Details
Main Authors: Patiparn Kummanee, Wares Chancharoen, Kanut Tangtisanon, Todsaporn Fuangrod
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Life
Subjects:
VMAT
deep learning
prostate cancer
dose distribution prediction
generative adversarial network
Online Access:https://www.mdpi.com/2075-1729/11/12/1305

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