🏥 CT Spleen Segmentation

Upload a CT scan in NIfTI format (.nii or .nii.gz) to segment the spleen using the MONAI/example_spleen_segmentation model.

Model Info:

• Architecture: UNet
• Input: 3D CT image (96×96×96)
• Output: Binary segmentation (spleen vs background)
• Mean Dice Score: 0.96

Instructions:

1. Upload a NIfTI file (.nii or .nii.gz)
2. Click Submit
3. View the segmentation overlay and download the result

Requirements

• MONAI
• PyTorch
• nibabel
• numpy
• huggingface_hub

Citation

If you use this model, please cite:

Xia, Yingda, et al. "3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training." 
arXiv preprint arXiv:1811.12506 (2018).