🔹 Problem Statement: AI-Powered Patient Intake & Triage System

🔸 Real-World Problem

Hospitals and clinics often face overwhelming patient inflow, especially during emergencies. The current manual triage process:

  • Takes time
  • Is inconsistent due to human judgment
  • Is error-prone
  • Lacks real-time alerts for critically ill patients

Manual triage = Delay + Risk + Burnout


🔸 Challenges

  1. No automation in assessing patient severity
  2. Critical patients might wait too long
  3. Medical staff lack real-time dashboards
  4. No instant alerts to doctors or emergency staff

🔸 Why It Matters

Delays in critical care = lives lost.

Automating triage helps:

  • Save time
  • Reduce staff workload
  • Improve emergency response
  • Boost patient outcomes

✅ Solution: TriagePro

TriagePro is an AI-powered triage platform that:

  • Takes patient input via text or voice
  • Uses Natural Language Processing (NLP) to analyze symptoms
  • Predicts urgency level (🔴, 🟡, 🟢)
  • Displays data on role-based dashboards
  • Sends SMS / Email / Slack alerts for critical cases

🔧 Key Modules

👩‍⚕ Nurse Dashboard

  • Accepts input via voice or text
  • NLP-powered triage classification
  • Displays real-time patient severity

👨‍⚕ Doctor Dashboard

  • Highlights high-risk patients
  • Assigns doctors accordingly
  • Tracks treatment history and handovers

🏥 Admin Dashboard

  • Shows real-time bed/ICU/doctor availability
  • Raises alerts for resource bottlenecks
  • Enables shift planning

🚑 Ambulance Integration

  • Receives live vitals from simulated ambulances
  • Prepares hospital before patient arrival

🧑 Patient Portal

  • Enables self-triage
  • Provides actionable advice:
    Visit ER, schedule appointment, or self-treat

🚧 Challenges We Solved

  • Adapting Web Speech API for medical input
  • Real-time dashboards using WebSockets
  • NLP for accurate triage prediction
  • Building for accessibility under stress
  • Simulating ambulance data & emergency handovers

💡 What We Learned

  • Voice-enabled systems are the future of patient input
  • NLP can smartly mimic triage nurse logic
  • Real-time systems save lives
  • Designing for stress requires empathy and clarity
  • Healthcare tech = blend of scalability + humanity

🎯 Final Thoughts

TriagePro isn’t just a product.
It’s a mission to reinvent emergency care using:

  • 🤖 AI
  • 💬 NLP
  • 📡 Real-time communication
  • 🫂 Human-centered design

Faster triage = Faster treatment = Better outcomes ✅

Built With

Share this project:

Updates