Scientific reportsHumansDeep LearningNasopharyngeal CarcinomaNasopharyngeal NeoplasmsRadiotherapy Planning
Consistency evaluation and performance optimization of deep learning-based auto-contouring for nasopharyngeal carcinoma.
Linghui Yan, Yuhao Lin, Zirong Li, Liuling Wang, Xiaoting Lin, Jianming Ding, Zixuan Leng, Qichao Zhou, Chuanben Chen, Zhaodong Fei
Published: 202510.1038/s41598-025-33567-6
Abstract
Contour delineation is crucial for ensuring the efficacy and side effects of radiotherapy (RT), but it inevitably involves inter-observer variability (IOV). Deep learning (DL) models have been used to assist in contour delineation, but further evalua…
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