SimpleUNet is an ultra-lightweight U-Net variant that reports accuracy close to or above much larger models on breast ultrasound, skin lesion, and polyp segmentation datasets.
Mambasam: A visual mamba-adapted sam framework for med- ical image segmentation,
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Simple is what you need for efficient and accurate medical image segmentation
SimpleUNet is an ultra-lightweight U-Net variant that reports accuracy close to or above much larger models on breast ultrasound, skin lesion, and polyp segmentation datasets.