A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy

Xiyao Jin, Yao Hao, Jessica Hilliard +5

To safely deploy deep learning models in the clinic, a quality assurance framework is needed for routine or continuous monitoring of input-domain shift and the models' performance…