Author(s) :

Tiffany Chang, Siou-Lian Zeng.

Volume/Issue :

Abstract :

The paper examines the transformative potential of wearable electroencephalography (EEG) technology for managing Attention-Deficit/Hyperactivity Disorder. The research investigates neural signatures detectable through single-channel EEG, particularly the elevated theta/beta ratio that identifies Attention-Deficit/Hyperactivity Disorder with 85% accuracy. Recent advances in dry electrode technology, signal processing, and power management enable clinical-grade monitoring in daily environments with minimal disruption. Real-world implementations demonstrate significant clinical efficacy, with school-based programs showing substantial improvements in sustained attention and impulse control. The paper presents implementation frameworks for educational, home, and clinical settings, highlighting integrated systems that provide customized dashboards for various stakeholders. The analysis identifies three critical areas for development: signal quality optimization in dynamic environments, personalized neural pattern recognition, and multimodal integration with complementary physiological measures. The review explores how these systems complement established treatments to create comprehensive intervention strategies. The review provides evidence-based frameworks for incorporating wearable electroencephalogram neurofeedback into Attention-Deficit/Hyperactivity Disorder treatment protocols. By bridging the gap between laboratory assessment and real-world functioning, these systems deliver contextual support when and where attention challenges occur, representing a significant advancement in objective monitoring and intervention for Attention-Deficit/Hyperactivity Disorder management.

Keywords :

Attention-Deficit/Hyperactivity Disorder, Wearable electroencephalogram, Neurofeedback, Closed-loop systems, Ecological validity

No. of Downloads :

0