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Ma-sam: Modality-agnostic sam adap- tation for 3d medical image segmentation

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TAGS: 3D Tumor-Adaptive Guidance for SAM

eess.IV · 2025-05-21 · conditional · novelty 5.0

A SAM-based 3D tumor segmentation framework combining TotalSegmentator organ masks, CLIP text guidance, and multi-stage adapters outperforms several medical segmentation baselines on three CT datasets.

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  • TAGS: 3D Tumor-Adaptive Guidance for SAM eess.IV · 2025-05-21 · conditional · none · ref 6

    A SAM-based 3D tumor segmentation framework combining TotalSegmentator organ masks, CLIP text guidance, and multi-stage adapters outperforms several medical segmentation baselines on three CT datasets.