Open access
2026
EEG-Based ADHD Detection Framework Using Local Pattern Descriptors and Bayesian-Optimized Machine Learning Classifiers
Although clinical diagnosis of childhood Attention-Deficit/Hyperactivity Disorder (ADHD) relies heavily on subjective behavioral assessments, electroencephalography (EEG) offers a low-cost, noninvasive objective alternative. This study proposes an approach employing 1D texture analysis of EEG signals for ADHD classific...
Ferdi Ozbilgin
· IEEE Access · 0 citations