ccDice: A topology-aware Dice score based on connected components.

Official repository for the ccDice metric presented at the Workshop on Topology- and Graph-Informed Imaging Informatics @ MICCAI 2024.

You can find our paper here.

The ccDice is a topological metric that takes into account the spatial relationships of the topological objects. It generalizes the well known Dice metric from pixels to connected components. It has the advantage of being normalized, interpretable and fast to compute.

If you used the ccDice consider citing :

@inproceedings{rouge2024ccdice,
  title={ccDice: A topology-aware Dice score based on connected components},
  author={Roug{\'e}, Pierre and Merveille, Odyss{\'e}e and Passat, Nicolas},
  booktitle={International Workshop on Topology-and Graph-Informed Imaging Informatics},
  pages={11--21},
  year={2024},
  organization={Springer}
}

Contact

Rougé Pierre: pierre.rouge@creatis.insa-lyon.fr