Statistical process control for performance monitoring and continuous quality assurance of deep learning segmentations in radiotherapy

Abstract

A CQA framework for DLS was successfully implemented using SPC and adapted Nelson rules to automatically report outliers and trend shifts, which led to automatic detection of such deviations.