Reconsidering generalizability and clinical reliability in ERP-based ADHD classification models

Muhammad Saad; Sjamsir Hasbi; Ayu Aprilia Pangestu Putri; Andi Wahyu Irawan

doi:10.1080/03091902.2026.2706791

July 27, 2026Journal of Medical Engineering & TechnologyOpen Access

Reconsidering generalizability and clinical reliability in ERP-based ADHD classification models

View Full Paper

Ask AI

Bookmark

Share

Key Points

The aim is to critically evaluate the generalizability and clinical reliability of existing ERP-based ADHD classification models.
Review and critique the existing literature on auditory ERPs for ADHD detection in children.
Analyze the applied methodologies within these classification models for potential biases and limitations.
Identification of significant limitations in previous ERP classification methods for ADHD.
Recommendations for improving clinical applicability based on findings.

Implication

In this letter, concerns are raised regarding the reliability and generalizability of ERP models for ADHD detection, suggesting critical revisions.

Abstract

To the EditorWe read with great interest the article entitled “Classification of auditory ERPs for ADHD detection in children” published in Journal of Medical Engineering & Technology [1]. We appre...

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Saad et al. (2026) studied this question.

synapsesocial.com/papers/6a69a2d4c8da07d9defa6d6e https://doi.org/10.1080/03091902.2026.2706791

View Full Paper

Ask AI

Bookmark

Share

Reconsidering generalizability and clinical reliability in ERP-based ADHD classification models

Key Points

Implication

Abstract

Discussion

Cite This Study

Reconsidering generalizability and clinical reliability in ERP-based ADHD classification models

Key Points

Implication

Abstract

Discussion

Cite This Study

Keep reading

Keep reading