RELAX-Jr: An Automated Pre-Processing Pipeline for Developmental EEG Recordings.

ABSTRACT: Automated EEG pre-processing pipelines provide several key advantages over traditional manual data cleaning approaches; primarily, they are less time-intensive and remove potential experimenter error/bias. Automated pipelines also require fewer technical expertise as they remove the need for manual artefact identification. We recently developed the fully automated Reduction of Electroencephalographic Artefacts (RELAX) pipeline and demonstrated its performance in cleaning EEG data recorded from adult populations. Here, we introduce the RELAX-Jr pipeline, which was adapted from RELAX and designed specifically for pre-processing of data collected from children. RELAX-Jr implements multi-channel Wiener filtering (MWF) and/or wavelet-enhanced independent component analysis (wICA) combined with

SUBMITTER: Hill AT 

PROVIDER: S-EPMC11456615 | biostudies-literature | 2024 Oct

REPOSITORIES: biostudies-literature