Prior knowledge of anatomical relationships supports automatic delineation of clinical target volume for cervical cancer

Abstract Deep learning has been used for automatic planning of radiotherapy targets, such as inferring the clinical target volume (CTV) for a given new patient. However, previous deep learning methods mainly focus on predicting CTV from CT images without considering the rich prior knowledge. This li...

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Bibliographic Details
Main Authors: Jialin Shi, Xiaoqian Mao, Youquan Yang, Shanfu Lu, Wei Zhang, Shuguang Zhao, Zhiyang He, Ziye Yan, Wei Liang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-08586-y
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