Search Results for author: Uxio Hermida

Found 2 papers, 2 papers with code

Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation

1 code implementation9 May 2023 David Stojanovski, Uxio Hermida, Pablo Lamata, Arian Beqiri, Alberto Gomez

We propose a novel pipeline for the generation of synthetic ultrasound images via Denoising Diffusion Probabilistic Models (DDPMs) guided by cardiac semantic label maps.

Cardiac Segmentation Denoising +4

Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views

1 code implementation27 Jul 2022 David Stojanovski, Uxio Hermida, Marica Muffoletto, Pablo Lamata, Arian Beqiri, Alberto Gomez

Accurate geometric quantification of the human heart is a key step in the diagnosis of numerous cardiac diseases, and in the management of cardiac patients.

3D Reconstruction Anatomy +1

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