glp1-visit-note-ner-biomedbert

Token classifier for GLP-1 sales-rep visit notes: tags DRUG, ADVERSE_EVENT and DOSE (BIO scheme). Fine-tuned from microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext on the synthetic visit-notes dataset (notebook 12). Test entity-level F1 0.98 (DRUG 1.00, ADVERSE_EVENT 0.95, DOSE 0.62 on only 5 entities). Limits: labels are lexicon-generated and the notes are synthetic, so real-world accuracy will be lower.

Part of GLP-1 Launch Intelligence by SwagataBhowmik. Public and synthetic data only; not affiliated with any pharmaceutical company; not medical advice.