Brain-Body Analysis Special Interest Group (BBSIG)
Description
Brain-Body Analysis Special Interest Group (BBSIG) is a collaborative initiative aimed at streamlining and standardizing the analysis of peripheral physiological data – mainly cardiovascular activity (electrocardiography [ECG], photoplethysmography [PPG]) and respiration – in relation to brain and behavioral data. Our goal is to develop accessible, reproducible, and well-documented analysis pipelines that researchers can integrate into their projects.
We provide a set of open-access, Python-based pipelines, implemented with the modular structure of Jupyter notebooks. After comparing existing open-source packages, such as NeuroKit2 and Systole, we integrated the most suitable functions for peripheral physiological data processing into a recommended sequence of preprocessing and analysis steps, which can be adapted to each research project. Our pipelines are compatible with the Brain Imaging Data Structure (BIDS) specification for file organization and naming conventions.
Our mission is to facilitate and enhance the reproducibility and transparency in peripheral physiological signal analysis by offering open-access, customizable pipelines with step-by-step tutorials. Whether you are a novice or an expert in brain-body interactions, BBSIG provides tools and guidance to support your research.
Notes
Files
martager/bbsig-v0.0.1.zip
Files
(3.6 MB)
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md5:0ffe8e659b85db4f87258caa84a2f521
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Additional details
Related works
- Is supplement to
- Software: https://github.com/martager/bbsig/tree/v0.0.1 (URL)
Software
- Repository URL
- https://github.com/martager/bbsig