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1. HER-Seg HER-Seg Public

   [arXiv'25] HER-Seg: Holistically Efficient Segmentation for High-Resolution Medical Images

   Python 39 4

2. De-LightSAM De-LightSAM Public

   [TCSVT'25] De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation

   Python 79 6

3. Co-Seg-Plus Co-Seg-Plus Public

   [TMI'25] Co-Seg++: Mutual Prompt-Guided Collaborative Learning for Versatile Medical Segmentation

   Python 14 2

4. Co-Seg Co-Seg Public

   [MICCAI'2025] Co-Seg: Mutual Prompt-Guided Collaborative Learning for Tissue and Nuclei Segmentation

   Python 9 1

5. UniUltra UniUltra Public

   [TMM'26] UniUltra: Interactive Parameter-Efficient SAM2 for Universal Ultrasound Segmentation

   Python 23 2

6. EffiCell-Seg EffiCell-Seg Public

   [MICCAI'2026] Rethinking the Adaptation of Vision Foundation Models for Efficient Cell Segmentation

   Python 6 1