Simplify Medical Lab Reports with Ollama AI and Email Delivery System

This automated n8n workflow streamlines the process of receiving, processing, and delivering patient-friendly lab reports with precautionary advice.

🏆 Minimal But Complete Design:

Node Flow: 📧 Email Trigger → Monitors inbox for lab reports 📄 PDF Extract → Processes attachments & extracts content 🤖 AI Simplify → Converts medical jargon to simple language ✨ Format Response → Creates beautiful patient-friendly layout 📤 Send Report → Delivers simplified report via email

🚀 Key Features:

✅ Automatic Processing: Monitors email for lab report PDFs Extracts content from attachments No manual intervention needed

✅ AI-Powered Simplification: Converts complex medical terms to plain English Explains what each test result means Adds ✅/⚠️ indicators for normal/abnormal results

✅ Patient-Friendly Output: Professional HTML email formatting Clear sections: Summary, Results, Precautions Includes next steps and follow-up advice

✅ Built-in Safety: Always includes medical disclaimers Encourages consulting healthcare providers Handles edge cases with fallbacks

🛠️ Setup Requirements:

APIs Needed: IMAP Email** (Gmail, Outlook, etc.) Ollama AI Model** (Local medical AI) SMTP Email** (Sending service)

Quick Configuration: Import the JSON into n8n Set up email credentials (IMAP + SMTP) Configure Ollama medical model Test with a sample lab report

📋 Sample Output: 🩺 Your Lab Report - Simplified

✅ CHOLESTEROL: 180 mg/dL - Normal! Good job maintaining healthy levels.

⚠️ BLOOD SUGAR: 126 mg/dL - Slightly high Normal is under 100. Consider reducing sugar intake.

🔬 VITAMIN D: 25 ng/mL - Low You may need supplements. Ask your doctor.

📋 PRECAUTIONS: • Eat more fruits and vegetables • Exercise 30 minutes daily
• Schedule follow-up in 3 months • Watch for: excessive thirst, fatigue