Article

EEG-based clusters differentiate psychological distress, sleep quality and cognitive function in adolescents

2021-10-15

Abstract excerpt

1 <h4>Introduction</h4> To better understand the relationships between brain activity, cognitive function and mental health risk in adolescence there is value in identifying data-driven subgroups based on measurements of brain activity and function, and then comparing cognition and mental health symptoms between such subgroups. <h4>Methods</h4> Here we implement a multi-stage analysis pipeline to identify data-d...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 473f4a58-5bce-571a-a870-a3fc9a2d9b93
DOI: 10.1101/2021.10.14.464347

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

EEG-based clusters differentiate psychological distress, sleep quality and cognitive function in adolescentsDOI 10.1101/2021.10.14.464347Read

EEG-based age-prediction models as stable and heritable indicators of brain maturational level in children and adolescentsSemantic proximity Read

Capturing individual variation in children's oscillatory brain activity during nREM sleepSemantic proximity Read

Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine LearningSemantic proximity Read

Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning.Semantic proximity Read

Multidomain Childhood Bipolar Risk Clusters and Adolescent Bipolar Spectrum Emergence in the ABCD StudySemantic proximity Read

EEG spectral power, but not theta/beta ratio, is a neuromarker for adult ADHDSemantic proximity Read

Network-based biomarkers in background electroencephalography in childhood epilepsies – A scoping review and narrative synthesisSemantic proximity Read

Multimodal Neuroimaging Signature of Sleep Problems Predicts Preadolescent Mental Health TrajectoriesSemantic proximity Read

Longitudinal Dynamics and Pluripotentiality of Polysymptomatic Clustering in Adolescent Mental HealthSemantic proximity Read

The topology of adolescent mental healthSemantic proximity Read

Revamping neuroimaging analysis to reveal biomarkers of adolescent mental healthSemantic proximity Read

Psychometric archetypes reveal biological signatures of vulnerability, resilience, and future mental healthSemantic proximity Read