Bringing Clarity to ADHD: A Survey of EEG-Based Studies

Diagnosing ADHD relies heavily on subjective assessments, but EEG provides an objective, non-invasive alternative by identifying neurophysiological biomarkers like the theta/beta ratio and event-related potentials. This review explores EEG’s role in improving ADHD diagnosis, covering advances in machine learning, wearable technology, and automated systems. Despite challenges like reproducibility and comorbidity, EEG holds promise for more accurate, personalized ADHD assessment and treatment.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-13
DOI
https://doi.org/10.5281/zenodo.18228564
Primary Topic
Attention Deficit Hyperactivity Disorder
Type
article
Field-Weighted Citation Impact
0.00
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article

Bringing Clarity to ADHD: A Survey of EEG-Based Studies

S. Mouneshachari, Hemanth Mohan P V, Skanda S. Rao, Ashik Varun B R et al.
Zenodo (CERN European Organization for Nuclear Research)
Attention Deficit Hyperactivity Disorder
article

Bringing Clarity to ADHD: A Survey of EEG-Based Studies

S. Mouneshachari, Hemanth Mohan P V, Skanda S. Rao, Ashik Varun B R, Manish P Gutti
article en

Abstract

Diagnosing ADHD relies heavily on subjective assessments, but EEG provides an objective, non-invasive alternative by identifying neurophysiological biomarkers like the theta/beta ratio and event-related potentials. This review explores EEG’s role in improving ADHD diagnosis, covering advances in machine learning, wearable technology, and automated systems. Despite challenges like reproducibility and comorbidity, EEG holds promise for more accurate, personalized ADHD assessment and treatment.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 89%
Attention Deficit Hyperactivity Disorder
DOIOpen Access PDFOpenAlex
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Bringing Clarity to ADHD: A Survey of EEG-Based Studies — S. Mouneshachari, Hemanth Mohan P V, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS