Welcome to the Open EEG–MCI Benchmark! This software allows you to analyze EEG data in the BIDS format. It supports easy machine learning and deep learning workflows while providing essential reports like F1, MCC, and AUC scores. Whether you're exploring Alzheimer's disease or evaluating cognitive impairment, this tool is designed for smooth, reproducible research.
- User-Friendly Interface: Navigate the software with ease, no programming skills required.
- ERP Pipelines: Analyze event-related potentials without complicated setups.
- Subject-Level LOSO Validation: Validate your findings easily with our built-in tools.
- Reproducible ML/DL Baselines: Compare your results against established benchmarks.
- Comprehensive Reports: Generate reports that show detailed performance metrics.
- Operating System: Windows 10 or higher, macOS 10.14 or higher, or any Linux distro released after 2020.
- Memory: At least 8 GB of RAM.
- Storage: A minimum of 1 GB available space for installation.
- Processor: Dual-core processor or better recommended.
To begin using the Open EEG–MCI Benchmark software, follow these steps:
-
Visit the Releases Page
Go to our Releases page. -
Choose Your Version
Look for the latest version of the software on the page. Each version is clearly marked with its release date. -
Download the Installer
Click on the version you wish to download. You will find an installer file suitable for your operating system. -
Install the Software
- For Windows: Double-click the
.exefile and follow the prompts. - For macOS: Open the downloaded
.dmgfile and drag the application to your Applications folder. - For Linux: Run the installer from the terminal or your package manager.
- For Windows: Double-click the
-
Run the Application
Once installed, open the software. You'll be guided through any initial setup necessary to start your analysis.
To download the Open EEG–MCI Benchmark, please visit this page: Download here.
Just find the latest release version and follow the provided instructions to download and install.
After installation, you can start analyzing EEG data:
- Import Data: Load your EEG datasets in BIDS format.
- Configure Settings: Set up your analysis parameters easily through the user-friendly interface.
- Run Analysis: Click on the analysis button to start processing your data.
- Review Reports: After the analysis, view your metrics and reports directly in the app.
Visit our Wiki for detailed documentation and tutorials. If you encounter any issues, feel free to reach out on our GitHub Discussions page, where the community can help you.
This tool focuses on several key areas:
- Alzheimer’s Disease
- Benchmarking
- BIDS Format
- Deep Learning
- EEG Analysis
- ERP Studies
- Machine Learning
- Mild Cognitive Impairment
- Neuroimaging
- Neuroscience
By understanding these areas, you can greatly enhance your research capabilities.
For questions or feedback, contact us through the "Issues" tab on our GitHub repository. We appreciate your input!
This project is licensed under the MIT License. You are free to use, modify, and distribute the software.
Thank you for choosing Open EEG–MCI Benchmark! We look forward to supporting your research journey.