Predicting the error magnitude in patient-specific QA during radiotherapy based on ResNet

CONCLUSIONS: In this study, error magnitude prediction models with dose difference, gamma distribution, and RDD + EDD are established based on ResNet. The accurate prediction of the error magnitude under different error types can provide reference for error analysis in patient-specific QA.PMID:38457139 | DOI:10.3233/XST-230251

Source: Journal of X-Ray Science and Technology - March 8, 2024 Category: Radiology Authors: Ying Huang Yifei Pi Kui Ma Xiaojuan Miao Sichao Fu Aihui Feng Duan Yanhua Qing Kong Weihai Zhuo Zhiyong Xu Source Type: research