Magnetic resonance-based synthetic computed tomography images generated using generative adversarial networks for nasopharyngeal carcinoma radiotherapy treatment planning.

•Synthetic CT images were generated from MR image using conditional GAN and cycle GAN.•Both GANs can achieve clinical acceptable dosimetric accuracy for NPC IMRT planning.•Conditional GAN is preferable if high-quality MR-CT image pairs were available.