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gillesvdv/nnunet_hunt4_alax_genaug
nnunet_hunt4_alax_genaug is a machine learning model from gillesvdv. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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 (…
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Updated Oct 16, 2025
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From the Hugging Face model README
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 HUNT4 apical long axis dataset.