AliceSch/mosaic-4b

MOSAIC 4B

<img src="https://raw.githubusercontent.com/aliswh/mosaic/refs/heads/main/mosaic-icon.png" alt="Mosaic logo" width="200"/> 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 12B model version is available at AliceSch/mosaic-12b.

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}
}