ARISE — Adverse Reaction Intelligence & Severity Engine

Paste a patient note or description of medication use. The app will:

• Predict whether the reaction is severe or non-severe
• Explain which words drove the prediction (SHAP)
• Highlight named medical entities in the text (NER)
• Summarize detected medications, symptoms, and more

⚠️ For research purposes only. Do not use for medical diagnosis.

🔍 SHAP Word-Level Explanation

🏷️ Named Entity Highlighting

📋 Detected Entity Summary

💡 Try an Example