MedSeg-R injects structured location, texture, and shape priors into a frozen SAM backbone, improving Dice scores on small and overlapping medical structures across multiple modalities.
Transdeeplab: Convolution-free transformer-based deeplab v3+ for medical image segmentation
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MedSeg-R: Medical Image Segmentation with Clinical Reasoning
MedSeg-R injects structured location, texture, and shape priors into a frozen SAM backbone, improving Dice scores on small and overlapping medical structures across multiple modalities.