metadata
title: EpiCast — AI Disease Surveillance
emoji: 🌍
colorFrom: green
colorTo: blue
sdk: docker
app_file: app.py
pinned: true
hardware: t4-small
license: mit
short_description: WHO IDSR surveillance · MedGemma 4B + 27B · West Africa
EpiCast — AI-Powered Disease Surveillance
EpiCast is a mobile-first AI platform for community health workers in sub-Saharan Africa, built on the WHO Integrated Disease Surveillance and Response (IDSR) framework.
Demo Tabs
| Tab | Description |
|---|---|
| 🔬 Syndromic Extraction | MedGemma 4B extracts structured signals from clinical narratives |
| 📋 Situation Reports | MedGemma 27B generates WHO IDSR-compliant district reports |
| 🚨 Live ECOWAS Alerts | Real-time syndromic alerts across ECOWAS member states |
| ℹ️ About | Architecture, models, and technology stack |
Optional: RunPod Integration
Set these secrets in your Space settings to connect to the live RunPod backend:
RUNPOD_ENDPOINT_ID— your RunPod serverless endpoint IDRUNPOD_API_KEY— your RunPod API key
Without these the Space runs fully on demo data.
Mobile App
The full EpiCast mobile app (React Native / Expo) runs MedGemma 4B Q4_K_M on-device for privacy-preserving offline syndromic extraction, cough audio analysis via HeAR, and clinical photo triage via MedSigLIP.