Search Results for author: Kristin McLeod

Found 3 papers, 0 papers with code

Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach

no code implementations6 Nov 2019 Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod

Treating the problem as a landmark detection problem, we propose a modified U-Net CNN architecture to generate heatmaps of likely coordinate locations.

A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images

no code implementations7 Mar 2024 Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod

The proposed framework relies on an adversarial Denoising Diffusion Model (DDM) to synthesize echocardiography images and perform domain translation.

Denoising SSIM +1

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