On February 20th 2023, Cristiana Tiago (ESR 4) successfully saw her paper, “A Domain Translation Framework With an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images”, published on IEEE Access Journal. Following her previous work on echocardiography image generation and deep generative models, the published work focuses on developing a pipeline, using Deep Learning methods, to generate 2D echocardiography images and perform domain translation. She used an Adversarial Denoising Diffusion Model to synthesize 2D apical 4CH echocardiography images and perform image domain translation between different scanners and also different vendors.

The paper can be found here for further information.