Ranjan Debnath

The paper examines how sensorimotor beta burst activity develops from infancy to adulthood using EEG recordings and a novel analysis method.

This study examines how 7-8-year-old children and adults process task-irrelevant sounds during everyday activities, finding immature neuronal mechanisms in children.

The MADE pipeline automates EEG preprocessing for pediatric data, addressing artifact contamination and short recording periods, and provides quality reports.

The paper optimizes the ADJUST algorithm for pediatric EEG data using geodesic nets, improving artifact classification and data retention compared to original ADJUST and ICLabel.