Empowering Medical Innovation through Open-Source AI Implementations
MedX CodeLab is an open-source repository dedicated to transforming cutting-edge AI research papers into practical, accessible code within the medical field. Our mission is to bridge the gap between academic research and real-world applications by providing high-quality implementations of the latest AI advancements in healthcare.
MedX CodeLab aims to accelerate the integration of AI in healthcare by making state-of-the-art AI models accessible to developers, researchers, and healthcare professionals. By providing reproducible code and comprehensive documentation, we strive to enable the community to implement, understand, and build upon the latest advancements in medical AI.
- Paper Implementations: Reproducible code for AI research papers focused on medical diagnostics, treatment planning, patient monitoring, and more.
- Collaborative Community: A platform for collaboration, knowledge sharing, and joint development.
- Educational Resources: Tutorials, documentation, and discussions to help users understand and apply AI concepts in medicine.
- Innovation Acceleration: Access to cutting-edge AI models to improve patient outcomes globally.
- Python 3.7 or higher
- Git
- Virtual Environment (optional but recommended)
- Relevant Python packages (specified in
requirements.txtfiles within individual projects)
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Clone the Repository
git clone https://github.com/MedXAI/MedX-CodeLab.git
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Navigate to a Project Directory
cd MedX-CodeLab/project-name -
Create a Virtual Environment
python -m venv venv
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Activate the Virtual Environment
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On macOS/Linux:
source venv/bin/activate -
On Windows:
venv\Scripts\activate
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Install Dependencies
pip install -r requirements.txt
Each project within the repository includes its own README.md with specific instructions on how to run and use the code. Please refer to those documents for detailed usage guidelines.
MedX-CodeLab/
├── project-name-1/
│ ├── README.md
│ ├── requirements.txt
│ ├── src/
│ └── ...
├── project-name-2/
│ ├── README.md
│ ├── requirements.txt
│ ├── src/
│ └── ...
├── CONTRIBUTING.md
├── LICENSE
└── README.md
We welcome contributions from the community! To contribute:
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Fork the Repository
Click the "Fork" button at the top right of the repository page to create a copy under your GitHub account.
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Clone Your Fork
git clone https://github.com/your-username/MedX-CodeLab.git
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Create a New Branch
git checkout -b feature/your-feature-name
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Make Your Changes
Implement the AI paper or feature you want to add.
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Commit Your Changes
git commit -am "Add feature: your feature name" -
Push to Your Fork
git push origin feature/your-feature-name
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Open a Pull Request
Go to the original repository and open a pull request from your new branch.
Please read our CONTRIBUTING.md for detailed guidelines, coding standards, and the code of conduct.
This project is licensed under the MIT License - see the LICENSE file for details.
For questions, suggestions, or collaboration proposals, feel free to:
- Open an Issue: Use the GitHub issue tracker for any bugs or feature requests.
- Email Us: [email protected]
- Join Our Community: Connect with us on LinkedIn, Twitter or Telegram.
- Contributors: Thanks to all the contributors who make this project possible.
- Open-Source Community: Inspired by the dedication and collaboration of the open-source community.
- Researchers and Developers: Gratitude to the AI and medical professionals whose work drives this field forward.
MedX CodeLab—Bridging the gap between medical AI research and practical implementation.
MedX CodeLab is intended for educational and research purposes. The AI models and code provided are not certified for clinical use. Users are responsible for verifying and validating the code for their specific applications.
Stay Updated
- Watch the repository to get notifications about new implementations.
- Star the repository if you find it useful.
We look forward to your contributions and collaboration!