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bus-dataset

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Jonghwan-dev / Awesome-Segmentation-in-Medical

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Welcome, Awesome-segmentation-in-medical project. This repo is robust, reproducible, and fair benchmarking framework for breast ultrasound (BUS) image segmentation. Features 10+ models (UNet, UNet++, TransUnet, SwinUnet etc.), 5+ datasets, and strict data separation to prevent test set leakage.

benchmark computer-vision deep-learning reproducible-research cross-validation pytorch medical-imaging awesome-list image-segmentation unet semantic-segmentation breast-cancer medical-image-analysis medical-image-segmentation data-leakage breast-ultrasound attention-unet transunet swin-unet bus-dataset
  • Updated Jul 22, 2025
  • Python

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