README.md

metadata

title: AI-Powered Differential Diagnosis (Educational)
emoji: ⚕️
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false

AI-Powered Differential Diagnosis (Educational)

Input at least 3 comma-separated symptoms to generate differential diagnoses.

The model uses TF-IDF similarity over your dataset to suggest likely conditions and display reasoning steps.

Features

• Ranks possible diagnoses with similarity scores
• Shows few-shot examples from your dataset
• Displays a reasoning chain and hypothesis tree
• Educational use only (not medical advice)

Files Required

• app.py
• requirements.txt
• differential_diagnosis_dataset.csv

Run Locally

pip install -r requirements.txt
python app.py

Then open http://127.0.0.1:7860.

Deployment Steps

1. Go to your Hugging Face Space.
2. Click Files and versions → Add file → Upload files.
3. Upload the files listed above.
4. Commit changes and wait for the build to finish.

Safety

This app is for educational use only.
Do not use it for medical decisions.
If you have symptoms, contact a licensed healthcare provider.