AURORA is an AI-powered disaster health system intelligence platform designed to predict healthcare system collapse, optimize emergency response, and intelligently manage blood and organ logistics during crises.

Built for emergency-prone and infrastructure-constrained regions, AURORA transforms reactive healthcare systems into predictive, autonomous, and survival-optimized networks.

During disasters, healthcare systems collapse due to:

• ICU overload without early warning
• Fragmented hospital coordination
• Ambulance misallocation
• Blood shortages and mismatch delays
• Organ allocation inefficiencies
• Lack of real-time simulation tools
• Internet failure during crises

Existing systems react after collapse begins.

AURORA predicts and prevents it.

AURORA is an AI-driven Crisis Health Intelligence Platform that:

• Predicts hospital overload before it happens
• Optimizes ambulance routing to minimize mortality
• Forecasts blood shortages 12 hours in advance
• Suggests optimal blood redistribution across hospitals
• Assists nurses with AI-powered triage decisions
• Simulates disaster scenarios for preparedness
• Supports offline-first deployment architecture

• ICU occupancy monitoring
• ER queue analysis
• 24-hour overload forecasting
• Hospital heatmap with risk scores

• Patient vitals input
• Red/Yellow/Green classification
• Deterioration probability prediction
• Explainable AI decision reasoning

• Real-time blood inventory tracking
• 12-hour shortage forecasting
• Cross-hospital redistribution optimization
• Blood compatibility matrix visualization
• Organ donor-recipient intelligent matching
• Transport time & success probability estimation

• Dynamic dispatch panel
• Mortality-weighted routing logic
• Real-time rerouting simulation
• Survival probability improvement metric

Optimization objective:

Minimize (Mortality Risk × Delay × Resource Scarcity)

• Earthquake simulation
• Epidemic surge modeling
• Hospital shutdown scenarios
• Fuel shortage stress testing
• Mortality projection graphs

• React / Next.js
• Tailwind CSS
• Interactive map visualization
• Command-center style dashboard

• FastAPI / Node.js
• PostgreSQL
• Modular REST API

• Time-series forecasting (LSTM-ready structure)
• Classification model structure (Triage AI)
• Optimization-ready routing engine
• Linear programming for blood redistribution
• Modular AI service layer

• Dockerized services
• Edge-deployment compatible structure
• Offline-mode ready architecture

/frontend
/backend
  /routes
  /models
  /services
    /stress_prediction
    /triage_ai
    /blood_forecasting
    /routing_engine
    /simulation
/database
/docs

• Emergency Coordinator
• Blood Bank Manager
• Nurse
• Policy Simulator (Admin)

Each role has dedicated dashboards and permissions.

✔ Predictive ICU overload detection
✔ Blood shortage prevention system
✔ Cross-hospital redistribution engine
✔ Mortality-aware ambulance routing
✔ AI-assisted triage classification
✔ Disaster simulation environment
✔ Modular AI integration layer

Most disaster apps:

• Show data dashboards
• React to emergencies

AURORA:

• Predicts collapse before it happens
• Optimizes survival outcomes
• Intelligently manages blood & organ logistics
• Enables policy-grade simulation
• Designed for low-infrastructure environments

• Stress prediction dashboard
• Blood inventory forecast module
• Redistribution recommendation engine
• Triage AI interface
• Basic routing simulation
• Disaster simulation panel

• ICU overload prediction accuracy
• Ambulance response optimization improvement
• Blood shortage prevention rate
• Triage classification precision
• System response time

AURORA aims to become a decentralized AI crisis brain capable of operating in disaster-prone and infrastructure-limited regions across the Mediterranean and beyond.

From prediction to prevention — AURORA protects healthcare systems before disaster overwhelms them.

AI4Purpose – AI for Disasters Hackathon

• Real-time satellite integration
• Drone-assisted medical logistics
• Multi-country coordination layer
• Blockchain-based medical record syncing
• On-device edge AI deployment