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Updated: Jun 12, 2025

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Cortical Source Analysis of High-Density EEG Recordings in Children
Published on: June 30, 2014
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The development and structure of the HEALthy Brain and Child Development (HBCD) Study EEG protocol.
Nathan A Fox1, Koraly Pérez-Edgar2, Santiago Morales3
1Department of Human Development and Quantitative Methodology, The University of Maryland, College Park, USA.
Developmental Cognitive Neuroscience
|September 21, 2024
Summary
The HEALthy Brain and Child Development (HBCD) Study uses electroencephalography (EEG) to track brain development from prenatal stages through early childhood. This protocol details EEG/event-related potential (ERP) methods for studying cognitive processes in young children.
Area of Science:
- Neuroscience
- Developmental Psychology
- Pediatrics
Background:
- The HEALthy Brain and Child Development (HBCD) Study is a large-scale, multi-site, prospective longitudinal cohort study.
- It aims to investigate human brain development, cognitive function, and behavioral, social, and emotional maturation from prenatal stages through early childhood.
- Electroencephalography (EEG) is a key neuroimaging modality within the HBCD Study, capturing electrical brain activity non-invasively.
Purpose of the Study:
- To review the standardized Electroencephalography/Event-Related Potential (EEG/ERP) protocol developed for the HBCD Study.
- To describe the selection and development of specific cognitive tasks used in the protocol.
- To outline the implementation, data processing, and equity considerations for the HBCD EEG/ERP methodology.
Main Methods:
- The protocol details four core tasks: Video Resting State, Visual Evoked Potential, Auditory Oddball, and Face Processing.
- Standardized cross-site acquisition parameters, hardware, site setup, and training procedures were implemented.
- Development of preprocessing pipelines and derivative data creation, alongside equity and inclusion considerations, are described.
Main Results:
- The paper details the development and piloting of the HBCD EEG/ERP protocol.
- It highlights the establishment of common acquisition parameters and preprocessing pipelines across multiple sites.
- The functioning of the EEG Workgroup and collaborative input throughout protocol development is outlined.
Conclusions:
- The HBCD Study has established a robust and standardized EEG/ERP protocol for longitudinal research on child development.
- The protocol incorporates diverse cognitive tasks and emphasizes cross-site consistency and data quality.
- Considerations for equity and inclusion were integrated into the protocol development, ensuring broader applicability.

