The present application relates to a kind of synthesis method and
electronic equipment of coronary
artery CCTA image, comprising: obtaining the image of paired NCCT and CCTA, after pretreatment, obtain high consistency image training pair;LDM model suitable for adapting coronary
artery image synthesis is constructed, the LDM model includes frozen variational
autoencoder, the denoising U-Net of trainable based on cross attention mechanism, and decoder, the denoising U-Net integrates ResNet2D module,
Transformer2D module and multi-scale cross attention layer;After pre-
processing, the NCCT image to be processed is input into the LDM model trained, and the latent representation of CCTA image is generated by the
reverse diffusion denoising process in latent space, and finally the high-resolution Syn-CCTA image is output by decoder.Compared with prior art, the present application has the advantages of no contrast agent to realize coronary
artery CCTA image with auxiliary diagnostic value.