Enhancing reproducibility in developmental EEG research: BIDS, cluster-based permutation tests, and effect sizes.

ABSTRACT: Developmental research using electroencephalography (EEG) offers valuable insights in brain processes early in life, but at the same time, applying this sensitive technique to young children who are often non-compliant and have short attention spans comes with practical limitations. It is thus of particular importance to optimally use the limited resources to advance our understanding of development through reproducible and replicable research practices. Here, we describe methodological approaches that help maximize the reproducibility of developmental EEG research. We discuss how to transform EEG data into the standardized Brain Imaging Data Structure (BIDS) which organizes data according to the FAIR data sharing principles. We provide a tutorial on how to use cluster-based permutation te

SUBMITTER: Meyer M 

PROVIDER: S-EPMC8607163 | biostudies-literature | 2021 Dec

REPOSITORIES: biostudies-literature