Evaluation of Trident network against atlas and 2D U-net methods for auto-segmentation of organs at risk in nasopharyngeal carcinoma: a comparative study

Evaluation of Trident network against atlas and 2D U-net methods for auto-segmentation of organs at risk in nasopharyngeal carcinoma: a comparative study

Background and objective(s)This study evaluates the accuracy of automatic segmentation of Organs at Risk (OARs) in nasopharyngeal carcinoma (NPC) using three approaches: atlas-based, 2D U-Net, and a self-developed Trident network. Our aim was to develop, validate, and compare the performance of Trid...

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Bibliographic Details
Main Authors: Jinghui Pan, Fengjiao Zhuo, Dan Li, Xiangpan Li, Qibin Song, Hao Jiang, Jinsheng Xiao, Changli Ruan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Physics
Subjects:
nasopharyngeal carcinoma
atlas
trident network
2D U-Net
organs at risk
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2025.1490650/full
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https://www.frontiersin.org/articles/10.3389/fphy.2025.1490650/full

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