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AI / ML

Medic

CONTRIBUTORS
CATEGORYAI / ML
LINKS
medic.tawananyasha.com ↗
TAGS
#medicine#prediction#symptoms#healthcare

🏥 Medic - AI Disease Detection

Medic AI TensorFlow React

🤔 What is This?

A fun experiment in medical diagnosis using AI! This web app lets you input symptoms and uses a deep learning model to suggest possible conditions. Think of it as a high-tech medical dictionary - definitely not a replacement for real doctors! (a part of me wants to build this though)

⚕️ How it Works

  1. Select your symptoms from a comprehensive list
  2. Our AI model (with 4,2 Million parameters!) processes them
  3. Get a list of possible conditions with confidence scores
  4. Remember: This is for educational purposes only!

🔬 The Tech Behind It

  • Frontend: React 19 + Vite + TypeScript + TailwindCSS
  • AI Model: TensorFlow.js (converted from Python)
  • Performance: ~85% accuracy on test data
  • Dataset: Large collection of symptom-disease mappings
  • Architecture: Dense Neural Network with multiple layers

🚀 Try It Yourself

# Clone the repo
git clone https://github.com/tawanastate/medic.git

# Install dependencies
cd medic
npm install

# Run locally
npm run dev

⚠️ Important Disclaimer

I'm a software developer, not a medical professional! This project is:

  • ✅ An interesting tech experiment
  • ✅ Open source and free to use
  • ✅ Educational
  • ❌ NOT a substitute for professional medical advice
  • ❌ NOT meant for self-diagnosis

🤝 Let's Make It Better!

Are you a healthcare professional interested in improving this project? I'd love to collaborate! While I can handle the tech side, having medical expertise would make this tool much more valuable.

👨‍💻 About the Creator

Hey! I'm Tawananyasha Mukoriwo, a software developer who loves experimenting with Machine Learning. While I don't have medical training, I believe technology can help make healthcare knowledge more accessible.

🔮 Future Plans

  • [ ] Improve model accuracy
  • [ ] Add more symptoms and conditions
  • [ ] Create API endpoints
  • [ ] Add multilingual support

🙏 Contributing

All contributions are welcome! Whether you're fixing bugs, adding features, or improving documentation - feel free to open a PR!

📄 License

This project is open source and available under the MIT License.

Remember: Always consult healthcare professionals for medical advice. This is just a fun tech project! 🏥