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Healthcare Brain Procedure Surgery NER

by genzeonplatformco.huggingface.genzeonplatform/healthcare-brain-procedure-surgery-ner

  • Remote endpoint
  • 1 tool
  • healthcare_brain_procedure_surgery_ner_extract_procedure_entities Extract procedure and surgery entities from clinical text. Recognizes 11 procedure/surgery entity types — PROCEDURE_NAME, SURGERY_TYPE, PROCEDURE_DATE, PROCEDURE_STATUS, PROCEDURE_OUTCOME, PROCEDURE_SITE, SURGICAL_APPROACH, ANESTHESIA_TYPE, CPT_CODE, DEVICE_USED, IMPLANT_NAME — from free-text clinical narratives such as operative reports, procedure notes, and discharge summaries. Returns: A tuple of (highlighted_text, entities_table, summary_markdown), suitable for the three Gradio outputs.

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