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

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

Currently, medical image domain translation operations show a high demand from researchers and clinicians. Amongst other capabilities, this task allows the generation of new medical images with sufficiently high image quality, making them clinically relevant. Deep Learning (DL) architectures, most s...

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Bibliographic Details
Main Authors: Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Deep learning
diffusion models
domain translation
echocardiography
image generation
Online Access:https://ieeexplore.ieee.org/document/10049068/

Internet

https://ieeexplore.ieee.org/document/10049068/

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