EarlyScan: Breast Cancer Analyzer

Early Detection Saves Lives

This innovative application leverages advanced AI technology to analyze mammogram images with high precision, providing early detection and peace of mind from the comfort of your home. Stay proactive about your health with reliable and quick examinations.

Screenshots

Homepage

Dashboard

Upload Mammograms

Scan Results

Features

• AI-powered mammogram analysis
• Early detection of breast cancer
• User-friendly interface
• Detailed scan results and heatmaps
• Appointment management
• Dashboard for doctors and radiographers

Tech Stack

• Frontend: React
• Backend: Node.js, Django
• Database: MongoDB, SQLite
• Containerization: Docker
• Web Server: NGINX

Architecture

Setup

Prerequisites

• Docker
• Node.js
• Python

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/yourrepository.git
   cd yourrepository

2. Set up the frontend:

   cd frontend
   npm install
   npm start

3. Set up the backend:

   Node.js:

   cd backend/node
   npm install
   npm start

   Django:

   cd backend/django
   pip install -r requirements.txt
   python manage.py migrate
   python manage.py runserver

4. Run with Docker:

   docker-compose up --build

Usage

1. Access the application:

   • Visit http://localhost:3000 for the frontend.
   • Backend APIs will be available at http://localhost:8000.

2. Upload Mammograms:

   • Navigate to the dashboard and use the upload feature to analyze mammogram images.

3. View Results:

   • Check the scan results, detailed analysis, and heatmaps in the patient section.

Contributing

We welcome contributions to improve our project. To contribute, follow these steps:

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

License

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

Contact

If you have any questions or feedback, feel free to reach out:

• Email: support@earlysacan.com
• GitHub Issues: Create an issue

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Thank you for using EarlyScan! Your health and peace of mind are our top priorities.