A. Moiseev

Hyperventilation Unmasks Convergent Aperiodic EEG Vulnerability in Seizure Disorder and Schizophrenia

Distinct electroencephalography alpha-band rhythms map macroscale brain gradients

Abstract Brain gradients provide a low-dimensional framework for describing cortical organization, linking functional connectivity, anatomy, development, and transcriptional architecture. Whether this macroscale organization also structures fast electrophysiological dynamics remains less clear. Here we used the longsta...

Lifespan EEG reference charts disentangle alpha-band alterations in neurological and neuropsychiatric disorders

Lifespan EEG Reference Charts Reveal Aperiodic Confounds in Beta-Band Biomarkers Across Neurological and Neuropsychiatric Disorders

Automated Interpretation of EEG Reports Using a Large Language Model with Structured Confidence Outputs

A large language model pipeline to extract structured diagnostic labels and confidence levels from EEG reports with near-human accuracy and strong generalization can effectively automate the extraction of structured diagnostic information from EEG reports with near-human accuracy and strong generalization.