AliceSch/mosaic-12b

MOSAIC 12B

MOSAIC is a framework for efficient radiological report classification that is:

• 🌐 Multilingual: Works across different languages
• 🎯 Taxonomy-Agnostic: Adapts to various classification schemes
• ⚡ Computationally Efficient: Optimized for resource usage

Training code

Code available on GitHub.

References

Model Paper

A 4B model version is available at AliceSch/mosaic-4b.

Please cite this model as:

@article{schiavone2025mosaic,
  title={MOSAIC: A Multilingual, Taxonomy-Agnostic, and Computationally Efficient Approach for Radiological Report Classification},
  author={Schiavone, Alice and Fraccaro, Marco and Pehrson, Lea Marie and Ingala, Silvia and Bonnevie, Rasmus and Nielsen, Michael Bachmann and Beliveau, Vincent and Ganz, Melanie and Elliott, Desmond},
  journal={arXiv preprint arXiv:2509.04471},
  year={2025}
}