Quantitative Comparison of Knowledge-Based and Manual Intensity Modulated Radiation Therapy Planning for Nasopharyngeal Carcinoma

Quantitative Comparison of Knowledge-Based and Manual Intensity Modulated Radiation Therapy Planning for Nasopharyngeal Carcinoma

Background and purposeTo validate the feasibility and efficiency of a fully automatic knowledge-based planning (KBP) method for nasopharyngeal carcinoma (NPC) cases, with special attention to the possible way that the success rate of auto-planning can be improved.Methods and materialsA knowledge-bas...

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Bibliographic Details
Main Authors: Jiang Hu, Boji Liu, Weihao Xie, Jinhan Zhu, Xiaoli Yu, Huikuan Gu, Mingli Wang, Yixuan Wang, ZhenYu Qi
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Oncology
Subjects:
knowledge-based planning
intensity modulated radiation therapy
nasopharyngeal carcinoma
plan quality
dose volume histogram prediction model
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.551763/full

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