Article

Synthetic Echocardiograms Generation Using Diffusion Models

2023-11-15

Abstract excerpt

An echocardiogram is a video sequence of a human heart captured using ultrasound imaging. It shows heart structure and motion and helps in diagnosis of cardiovascular diseases. Deep learning methods, which require large amounts of training data have shown success in using echocardiograms to detect cardiovascular disorders such as valvular heart disease. Large datasets of echocardiograms that can be used for machin...

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Literature Corpus work: 0d4d9d97-411b-5c05-b7d5-5dd1845403e3
DOI: 10.1101/2023.11.11.566718

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