Improvement Using Planomics Features on Prediction and Classification of Patient-Specific Quality Assurance Using Head and Neck Volumetric Modulated Arc Therapy Plan

Improvement Using Planomics Features on Prediction and Classification of Patient-Specific Quality Assurance Using Head and Neck Volumetric Modulated Arc Therapy Plan

Purpose: This study aimed to evaluate the utility of a new plan feature (planomics feature) for predicting the results of patient-specific quality assurance using the head and neck (H&N) volumetric modulated arc therapy (VMAT) plan.Methods: One hundred and thirty-one H&N VMAT plans i...

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Bibliographic Details
Main Authors: Bing Li, Junying Chen, Wei Guo, Ronghu Mao, Xiaoli Zheng, Xiuyan Cheng, Tiantian Cui, Zhaoyang Lou, Ting Wang, Dingjie Li, Hongyan Tao, Hongchang Lei, Hong Ge
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Neuroscience
Subjects:
VMAT
H&N
quality assurance
radiotherapy
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.744296/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2021.744296/full

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