Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks

Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser

Abstract: Highlights•An explainable framework to generate CTA images from CTP data in the first time.•A loss function is motivated by the explainability based on steerable filter for GAN•A generator in GAN is proposed to employ spatial-temporal information