Liver Segmentation AI - Model Comparison

Compare SwinUNETR (Vision Transformer) vs UNet (CNN) for liver segmentation. Upload a ground truth mask to calculate Dice scores.

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Instructions

  1. Upload a CT scan NIfTI file (.nii or .nii.gz)
  2. Optionally upload a ground truth segmentation
  3. Click Submit
  4. Adjust the slice slider to explore different views

Models

  • SwinUNETR: Vision Transformer (state-of-the-art)
  • UNet: Traditional CNN baseline