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FDOPA-PET-GliomaSeg
IADI-Nancy/FDOPA-PET-GliomaSeg
FDOPA-PET-GliomaSeg is a image segmentation model from IADI-Nancy. Use it for the image segmentation task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-4.0.
Weights for the models of the paper (submitted to Journal of Nuclear Medicine).
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Public
Updated Dec 1, 2025
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At a glance
- Task
- Image Segmentation
- License
- cc-by-nc-4.0
- Access
- Public
- Created
- Nov 27, 2025
- Updated
- Dec 1, 2025
- SHA
- 1a21fb71
Model card
From the Hugging Face model README
External Validation of an Automated Model for the Extraction of Brain Amino Acid PET Parameters: Application to [18F]F-FDOPA PET
Weights for the models of the paper (submitted to Journal of Nuclear Medicine).
Github Repo: Code and Dockerfile accompanying the model
Trained, validated and tested on a multicentric european dataset of 636 static [18F]F-FDOPA PET scans. Model was trained using a modified nnU-Net pipeline (see github). Using default nnU-Net will give different results due to changes in the preprocessing and postprocessing. For more information, please see the paper (once published)
- Task
- Image Segmentation
- License
- cc-by-nc-4.0
- Created
- Nov 27, 2025
- Updated
- Dec 1, 2025