Using a Longformer Large Language Model for Segmenting Unstructured Cancer Pathology Reports
We present a fine-tuned Longformer model to isolate key sections from cancer pathology reports for downstream analyses. Our model performs segmentation with greater accuracy.
Authors
- Gregory Arbour (ORCID: https://orcid.org/0009-0008-7323-4701)
- Kaitlin Muzio (ORCID: https://orcid.org/0000-0001-7424-5885)
- Karenina Nurmelita Malik
- Raymond T. Ng (ORCID: https://orcid.org/0000-0003-3692-8524)
- Didier Fung
Institutions
- University of British Columbia (CA)
- University of Waterloo (CA)
Publication Details
- Journal
- JCO Clinical Cancer Informatics
- Published
- 2025-03-01
- DOI
- https://doi.org/10.1200/cci-24-00143
- Citations
- 1
- Primary Topic
- Biomedical Text Mining and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 0.81