[HTML][HTML] EEG-based brain age prediction in infants–toddlers: Implications for early detection of neurodevelopmental disorders

WW An, AC Bhowmik, CA Nelson… - Developmental Cognitive …, 2025 - Elsevier
The infant brain undergoes rapid developmental changes in the first three years of life.
Understanding these changes through the prediction of chronological age using …

Gestational Duration and Postnatal Age‐Related Changes in Aperiodic and Periodic Parameters in Neonatal and Toddler Electroencephalogram (EEG)

S Luotonen, H Railo, H Acosta… - Human Brain …, 2025 - Wiley Online Library
The brain develops most rapidly during pregnancy and early neonatal months. While prior
electrophysiological studies have shown that aperiodic brain activity undergoes changes …

Individualized Spectral Features in First-episode and Drug-naïve Major Depressive Disorder: Insights from Periodic and Aperiodic EEG Analysis.

J Li, D Xiong, C Gao, Y Huang, Z Li, J Zhou… - Biological Psychiatry …, 2025 - Elsevier
Background The detection of abnormal brain activity plays an important role in the early
diagnosis and treatment of major depressive disorder (MDD). Recent studies have shown …

[HTML][HTML] Parametrization of the dying brain: A case report from ICU bed-side EEG monitoring

S Zinn, SZ Dragovic, JA Kloka, LM Willems, S Harder… - NeuroImage, 2025 - Elsevier
Background Cortical high-frequency activation immediately before death has been reported,
raising questions about an enhanced conscious state at this critical time. Here, we analyzed …

[HTML][HTML] Resting state EEG in young children with Tuberous Sclerosis Complex: associations with medications and seizures

CC Clements, AM Engelstad… - Journal of …, 2025 - pmc.ncbi.nlm.nih.gov
Background Tuberous Sclerosis Complex (TSC) is a rare genetic condition caused by
mutation to TSC1 or TSC2 genes, with a population prevalence of 1/7000 births. TSC …

Associations Among EEG Aperiodic Slope, Infant Temperament, and Maternal Anxiety/Depression Symptoms in Infancy

DD Sacks, AR Levin, CA Nelson… - …, 2025 - Wiley Online Library
The aperiodic “slope” of the EEG power spectrum (ie, aperiodic exponent, commonly
represented as a slope in log–log space) is hypothesized to index the cortical excitatory …

Hidden data recovery using reservoir computing: Adaptive network model and experimental brain signals

A Badarin, A Andreev, V Klinshov, V Antipov… - … Journal of Nonlinear …, 2024 - pubs.aip.org
The problem of hidden data recovery is crucial in various scientific and technological fields,
particularly in neurophysiology, where experimental data can often be incomplete or …

Iota oscillations (25-35 Hz) during wake and REM sleep in children and young adults

S Snipes - bioRxiv, 2024 - biorxiv.org
High-frequency brain oscillations in humans are currently categorized into beta (13-30 Hz)
and gamma (> 30 Hz). Here, I introduce a new class of oscillations between 25 and 35 Hz …