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SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training

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Medical image segmentation is a critical yet challenging task, primarily due to the difficulty of obtaining extensive datasets of high-quality, expert-annotated images. Contrastive learning presents a potential but still problematic solution to this issue. Bec... ...