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1. uni-medical/STU-Net uni-medical/STU-Net Public

   The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.

   Python 368 37

2. uni-medical/MedSegAgent uni-medical/MedSegAgent Public

   IEEE JBHI 2026 | MedSegAgent: A Universal and Scalable Multi-Agent System for Instructive Medical Image Segmentation

   Python 33 2

3. uni-medical/A-Eval uni-medical/A-Eval Public

   MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation

   Python 34 1

4. uni-medical/UNet-Benchmark uni-medical/UNet-Benchmark Public

   Sci. Rep. 2025 | Revisiting model scaling with a U-net benchmark for 3D medical image segmentation

   Python 18

5. AdwU-Net AdwU-Net Public

   MIDL2022 | AdwU-Ne: Adaptive depth and width U-Net.

   Python 21

6. FLARE22 FLARE22 Public

   Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.

   Python 82 8