Healthcare Brain Medication NER

Tools

• healthcare_brain_medication_ner_extract_medication_entities Extract medication and drug entities from clinical text. Recognizes 12 medication entity types — DRUG_NAME, DOSAGE, STRENGTH, ROUTE, FREQUENCY, DURATION, FORM, DRUG_STATUS, REASON, ADVERSE_REACTION, NDC_CODE, RxNorm_CODE — from free-text clinical narratives such as discharge summaries, progress notes, and medication orders. Returns: A tuple of (highlighted_text, entities_table, summary_markdown), suitable for the three Gradio outputs.

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