MR-based synthetic CT image for intensity-modulated proton treatment planning of nasopharyngeal carcinoma patients

Abstract

The SCT images generated using GANs achieved clinical acceptable dosimetric accuracy for IMPT of NPC patients. Using advanced DCNN architecture design, such as residual connections and attention mechanism, SCT image quality was further improved and resulted in a small dosimetric improvement.