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1. xmed-lab/TriALS xmed-lab/TriALS Public

   MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

   Python 138 14

2. PeterYYZhang/few-shot-self-prompt-SAM PeterYYZhang/few-shot-self-prompt-SAM Public

   This is the official repo for "Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation"

   Python 110 14

3. xmed-lab/MedSapiens xmed-lab/MedSapiens Public

   [MedIA 2026] MedSapiens: Taking a Pose to Rethink Medical Imaging Landmark Detection

   Python 17 2

4. xmed-lab/FD-SOS xmed-lab/FD-SOS Public

   MICCAI 2024 Oral: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images

   Python 11 1

5. xmed-lab/Fed-MAS xmed-lab/Fed-MAS Public

   MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification

   Python 17 1

6. xmed-lab/GeCA xmed-lab/GeCA Public

   MICCAI 2024: An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis

   Python 12 2