This is a EDS-NLP (CamemBERT + CRF) architecture fine-tuned to extract clinical neuro-oncology entities related to the chromosomal semantic group. It was trained on a synthetic dataset generated for the properly de-identified BRIGHT project dataset (see the generated_data folder in the primary repository).
1# Inference Code
2import edsnlp
3
4nlp = edsnlp.load("raphael-r/bright-eds-chromosomal")
5doc = nlp("Patient presenting with epileptic seizures...")
6
7for ent in doc.ents:
8 print(ent.text, "=>", ent.label_)
