High-quality PET image synthesis from ultra-low-dose PET/MRI using bi-task deep learning

Abstract

By taking advantage of integrated PET/MR images and multitask deep learning (MDL), the proposed bi-c-GAN can efficiently improve the image quality of ultra-low-dose PET and reduce radiation exposure.