Healthcare Brain Procedure Surgery NER

Extract procedure and surgery entities (procedure name, surgery type, date, status, outcome, site, surgical approach, anesthesia type, CPT code, device used, implant name) from unstructured clinical text. Built on genzeonplatform/healthcare-brain-procedure-surgery-ner — a Bio_ClinicalBERT fine-tuned for 11 procedure/surgery entity types.

Extracted entities

Examples