Image Segmentation
Collection
8 items β’ Updated
How to use VBoussot/Panther with KonfAI:
pip install "konfai[imaging]" konfai-apps
# List the apps this repository holds konfai-apps list VBoussot/Panther # Run one of them on an image konfai-apps infer VBoussot/Panther:<app> -i image.nii.gz -o Output
π― PANTHER β Pancreatic Tumor Segmentation on T2W MRI (2nd place π₯)
This repository hosts the fine-tuned model weights from our submission to the PANTHER Challenge 2025, focused on automatic pancreatic tumor segmentation on MR-Linac T2-weighted MRI.
Our approach leverages transfer learning, fine-tuning, and ensemble methods to address the few-shot learning setting (50 annotated cases).
CV_0.ptCV_1.pt
π Full code & configs: github.com/vboussot/Panther
π Official leaderboard: panther.grand-challenge.org