Day 13Strategic IntelHealthcareVision AIDemo

Clinical Support Agent — AI Agent for medical imaging insights

Evidence-based insights from medical imaging (demo/educational).

Impact

Evidence-based insights from medical imaging (demo/educational).

Mechanism

Healthcare Vision AI

DAY 13
Full README · Case Study

NEET PG OPD Simulator

An interactive, AI-powered Outpatient Department (OPD) simulator designed specifically for NEET PG aspirants to practice clinical reasoning and diagnostic skills.

📑 Table of Contents

🔍 Overview

The NEET PG OPD Simulator is an educational platform that allows medical students and postgraduate aspirants to practice clinical reasoning in a risk-free environment. Users interact with virtual patients, recommend diagnostic tests, and formulate diagnoses based on clinical presentations, receiving real-time feedback from an AI-powered consultant.

✨ Features

  • Immersive 3D Interface: Engaging medical-themed visualization with DNA helix model
  • Interactive Patient Simulations: Engage with 10 diverse virtual patients presenting various clinical scenarios
  • Specialized Clinical Cases: Cases covering cardiology, neurology, gastroenterology, and more
  • Diagnostic Test Selection: Recommend appropriate diagnostic tests based on patient symptoms
  • Diagnostic Reasoning: Formulate clinical diagnoses based on symptoms and test results
  • Real-time AI Feedback: Receive immediate, educational feedback on your clinical decisions
  • Performance Tracking: Monitor your diagnostic skills with detailed scoring and feedback
  • Responsive Design: Seamless experience across desktop and mobile devices
  • Medical-themed UI: Interface designed specifically for medical professionals with relevant terminology and visuals

🌐 Live Demo

Try the application at https://neetpg-opd-simulator.com

🚀 Getting Started

Prerequisites

  • Node.js (v18 or higher)
  • npm or yarn

Installation

  1. Clone the repository:

    bash
    git clone https://github.com/yourusername/neetpg-opd-simulator.git
    cd neetpg-opd-simulator
    
  2. Install dependencies:

    bash
    npm install
    # or
    yarn install
    
  3. Start the development server:

    bash
    npm run dev
    # or
    yarn dev
    
  4. Open your browser and navigate to http://localhost:5173

🔄 How It Works

  1. Welcome Screen: Interactive 3D introduction to the simulator and educational objectives
  2. Patient Selection: Choose from 10 diverse patient cases spanning different medical specialties
  3. Patient Encounter: Presentation of a virtual patient with medical history and symptoms
  4. Diagnostic Tests: Recommend appropriate tests for the patient's condition
  5. Test Evaluation: Receive feedback on your test selection
  6. Diagnosis Phase: Formulate a diagnosis based on symptoms and test results
  7. Diagnostic Evaluation: Get detailed feedback on your diagnostic reasoning
  8. Case Summary: Review the entire case with expert insights
  9. Progress Tracking: View your performance across multiple patient encounters

💻 Technology Stack

  • Frontend: React, TypeScript, Tailwind CSS
  • UI Components: shadcn/ui
  • 3D Visualization: Three.js
  • State Management: React Query
  • AI Integration: Google's Gemini API
  • Database: Supabase
  • Routing: React Router
  • Build Tool: Vite

📂 Project Structure

src/
├── components/        # Reusable UI components
├── hooks/             # Custom React hooks
├── lib/               # Utility functions and services
├── pages/             # Main application pages
│   ├── Welcome.tsx    # 3D-enhanced welcome screen
│   ├── Simulation.tsx # Main simulation interface
│   └── Results.tsx    # Performance results view
├── integrations/      # Third-party integrations
└── App.tsx            # Main application entry point

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

  1. Fork the repository
  2. Create your feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add some amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

📜 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgements

  • Thanks to the NEET PG community for feedback and suggestions
  • Special thanks to the educational team for clinical expertise

Developed with passion for aspiring medical professionals.

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