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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 302 29

2. 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 25

3. FLARE22 FLARE22 Public

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

   Python 69 8

4. AdwU-Net AdwU-Net Public

   [MIDL22] Adaptive depth and width U-Net. Search task-specific optimal depth and width of U-Net by DNAS method.

   Python 17

5. FLARE24 FLARE24 Public

   [Champion Solution for FLARE24 Task1] A simple baseline based on nnU-Netv2 (A 5.6M Parameters 3D U-Net)

   Python 10

6. FLARE23 FLARE23 Public

   A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.

   Python 18 3