Nathan J. Stevenson

Emergence of a synergistic scaffold in the brains of human infants

This study identifies the emergence of a synergistic scaffold in the human brain around birth, influenced by environmental factors and linked to later neurocognitive development.

A growth chart of brain function from infancy to adolescence based on electroencephalography

This paper develops a functional brain age (FBA) measure from EEG data in children, showing high accuracy in tracking neurodevelopmental maturation.

Automated detection of artefacts in neonatal EEG with residual neural networks

This paper develops a deep learning algorithm to detect and classify artefacts in neonatal EEG signals, achieving high accuracy in identifying artefact types and clean EEG periods.

Automated cot-side tracking of functional brain age in preterm infants

This paper develops a method to track functional brain age in preterm infants using EEG, showing it correlates strongly with postmenstrual age and predicts neurodevelopmental outcomes.