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Simplify medical lab reports with Ollama AI and email delivery system

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Created by: Oneclick AI Squad || oneclick-ai
Oneclick AI Squad

Last update

Last update 8 months ago

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

šŸ† Minimal But Complete Design:

Node Flow:

  1. šŸ“§ Email Trigger ā†’ Monitors inbox for lab reports
  2. šŸ“„ PDF Extract ā†’ Processes attachments & extracts content
  3. šŸ¤– AI Simplify ā†’ Converts medical jargon to simple language
  4. āœØ Format Response ā†’ Creates beautiful patient-friendly layout
  5. šŸ“¤ Send Report ā†’ Delivers simplified report via email

šŸš€ Key Features:

āœ… Automatic Processing:

  • Monitors email for lab report PDFs
  • Extracts content from attachments
  • No manual intervention needed

āœ… AI-Powered Simplification:

  • Converts complex medical terms to plain English
  • Explains what each test result means
  • Adds āœ…/āš ļø indicators for normal/abnormal results

āœ… Patient-Friendly Output:

  • Professional HTML email formatting
  • Clear sections: Summary, Results, Precautions
  • Includes next steps and follow-up advice

āœ… Built-in Safety:

  • Always includes medical disclaimers
  • Encourages consulting healthcare providers
  • Handles edge cases with fallbacks

šŸ› ļø Setup Requirements:

APIs Needed:

  • IMAP Email (Gmail, Outlook, etc.)
  • Ollama AI Model (Local medical AI)
  • SMTP Email (Sending service)

Quick Configuration:

  1. Import the JSON into n8n
  2. Set up email credentials (IMAP + SMTP)
  3. Configure Ollama medical model
  4. Test with a sample lab report

šŸ“‹ Sample Output:

šŸ©ŗ Your Lab Report - Simplified āœ… CHOLESTEROL: 180 mg/dL - Normal! Good job maintaining healthy levels. āš ļø BLOOD SUGAR: 126 mg/dL - Slightly high Normal is under 100. Consider reducing sugar intake. šŸ”¬ VITAMIN D: 25 ng/mL - Low You may need supplements. Ask your doctor. šŸ“‹ PRECAUTIONS: ā€¢ Eat more fruits and vegetables ā€¢ Exercise 30 minutes daily ā€¢ Schedule follow-up in 3 months ā€¢ Watch for: excessive thirst, fatigue