Comparative Analysis of Atlas and Neural Network Autosegmentation Methods for Pediatric Craniospinal Irradiation With the Development of a Knowledge-Based Quality Assurance Tool

Purpose: This study aims to evaluate the performance of Atlas and neural network autosegmentation methods and develop a knowledge-based quality assurance (QA) tool for pediatric craniospinal irradiation (CSI). Methods and Materials: Autosegmentation was performed on 63 CSI patients using 3 methods:...

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Bibliographic Details
Main Authors: Ozgur Ates, James Man Git Tsui, Zachary Wooten, Sydney Hutcheson, Rico Zhang, Jared Becksfort, Thomas E. Merchant, Chia-ho Hua
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Advances in Radiation Oncology
Online Access:http://www.sciencedirect.com/science/article/pii/S2452109425001344
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