---
title: CliniGuard Medication NER
emoji: 💊
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 6.20.0
app_file: app.py
short_description: Extract medication/drug entities from clinical text
python_version: "3.12"
startup_duration_timeout: 30m
---

# CliniGuard Medication NER

Extract medication and drug entities from unstructured clinical text using
[genzeonplatform/cliniguard-medication-ner](https://huggingface.co/genzeonplatform/cliniguard-medication-ner),
a Bio_ClinicalBERT fine-tuned for 12 medication entity types: drug name,
dosage, strength, route, frequency, duration, form, drug status, reason,
adverse reaction, NDC code, and RxNorm code.

Paste a discharge summary, medication order, or clinical note and the model
highlights medication-related spans in-text, with a summary table of each
extracted entity and its confidence score.