SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology

Minchella et al. "SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-06118-8_23

[Minchella et al. "SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/minchella2025ecmlpkdd-sigbert/) doi:10.1007/978-3-032-06118-8_23

@inproceedings{minchella2025ecmlpkdd-sigbert,
  title     = {{SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology}},
  author    = {Minchella, Paul and Verlingue, Loïc and Chrétien, Stéphane and Vaucher, Rémi and Metzler, Guillaume},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {391-407},
  doi       = {10.1007/978-3-032-06118-8_23},
  url       = {https://mlanthology.org/ecmlpkdd/2025/minchella2025ecmlpkdd-sigbert/}
}