Project 01 · Healthcare

Medical Report Explainer

A patient uploads a PDF medical report. Within seconds, an AI reads every value, explains what it means in plain English, and delivers the breakdown to their inbox — no medical knowledge required.

n8n Form Trigger PDF Extraction OpenRouter API Llama 3.1 Gmail

How it works

01
Patient submits the form An n8n-hosted form collects the PDF report and the patient's email address.
02
PDF text is extracted The "Extract from File" node pulls all raw text out of the uploaded PDF automatically.
03
AI explains each value An HTTP request sends the extracted text to OpenRouter (Llama 3.1). The model explains every lab value in plain language with normal ranges and what they mean.
04
Email delivered instantly The formatted explanation is sent to the patient's inbox via Gmail — zero manual effort from anyone.
Proof of Work · Screenshots
n8n workflow canvas
01 — n8n workflow canvas showing the full automation pipeline
Patient submission form
02 — Live patient form: PDF upload + email input
Gmail delivery
03 — Email received in Gmail inbox within seconds
AI output part 1
04 — AI explanation: Hemoglobin, Hematocrit, Platelet Count
AI output part 2
05 — AI explanation: Potassium, Chloride, Glucose values
AI output part 3
06 — Final output with AI disclaimer and n8n signature

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