Generative augmentations for improved cardiac ultrasound segmentation using diffusion models
Paper
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2502.20100
•
Published
If you use this model, you should cite the following work: Van De Vyver, Gilles, et al. "Generative augmentations for improved cardiac ultrasound segmentation using diffusion models." arXiv preprint arXiv:2502.20100 (2025).
The repo contains a nnU-Net model for cardiac segmentatoin on apical two and four chamber views. It segments the LV and Myocardium
This model is trained on the augmented CAMUS dataset.
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