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Deep learning cardiac segmentation shows limited gains from explicit shape priors

Researchers evaluated the effectiveness of incorporating explicit anatomical shape priors into deep learning models for cardiac segmentation using CT scans. They found that while standard 3D U-Net models performed stron…