EEGChain: An Open-Access EEGLAB-based Toolbox for Building, Managing, Automating, and Reproducing Batch EEG Processing Pipelines
- A convenient GUI-based EEG (pre-)processing pipeline management system;
- Loading pre-stored pipeline configurations to ensure consistent signal processing and reproducibility;
- Interactive GUI for selection, rearrangement, and customization of processing blocks from the EEGLAB toolbox;
- Offering both interactive and automated pipeline execution modes, providing flexibility in processing control;
- Easy creation of pipelines by adding, removing, or rearranging pipeline building blocks;
- Adjusting the parameters of each pipeline building block through the easy-to-use GUI of EEGChain;
- The same pipeline can be applied to multiple imported EEG datasets in batch, in an automated way.
- F. Afdideh, M. Boozari, A. Ekhlasi, A. M. Nasrabadi, “EEGChain: An Open-Access EEGLAB-based Toolbox for Building, Managing, Automating, and Reproducing Batch EEG Processing Pipelines,” 31st National and 9th International Iranian Conference on Biomedical Engineering (ICBME), 20–27, 2024. https://doi.org/10.1109/ICBME64381.2024.10895852.
- F. Afdideh, M. Boozari, A. Ekhlasi, A. Motie Nasrabadi, (2024), “fardinafdideh/EEGChain: v0.0”, (v0.0), Zenodo. https://doi.org/10.5281/zenodo.13888486.
- F. Afdideh, M. Boozari, A. Ekhlasi, A. M. Nasrabadi, “EEG Signal Cleaning Pipeline Management: EEGLAB-based,” in preparation (listed on the EEGLAB website).