Artificial intelligence in ADHD diagnosis: a comprehensive review of machine learning applications, clinical validation challenges, and implementation barriers in precision medicine

Authors

Ghasem Dastjerdi (ORCID: https://orcid.org/0000-0001-6205-9081)
Elahe Akbarian (ORCID: https://orcid.org/0000-0001-7485-0567)
Hossein Neámatzadeh (ORCID: https://orcid.org/0000-0003-1031-9288)
Seyed Alireza Dastgheib (ORCID: https://orcid.org/0000-0003-4781-301X)
Alireza Emarati
Amirmasoud Shiri (ORCID: https://orcid.org/0009-0003-9057-9756)
Fatemeh Nematzadeh
Amirhossein Shahbazi
Reza Bahrami
Mohammad Golshan-Tafti
Bita Fallahpour
Zahra Sadr

Institutions

Shiraz University of Medical Sciences (IR)
Shahid Sadoughi University of Medical Sciences and Health Services (IR)
Medical University of Ilam (IR)
Ilam University (IR)
Islamic Azad University Shabestar (IR)
Islamic Azad University, Yazd (IR)
Razi Hospital (IR)
University of Social Welfare and Rehabilitation Sciences (IR)

Publication Details

Journal: Egyptian Pediatric Association Gazette
Published: 2026-03-31
DOI: https://doi.org/10.1186/s43054-026-00530-7
Primary Topic: Attention Deficit Hyperactivity Disorder
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Artificial intelligence in ADHD diagnosis: a comprehensive review of machine learning applications, clinical validation challenges, and implementation barriers in precision medicine

Ghasem Dastjerdi, Elahe Akbarian, Hossein Neámatzadeh, Seyed Alireza Dastgheib et al.

Mar 31, 2026

Egyptian Pediatric Association Gazette

Attention Deficit Hyperactivity Disorder

article

Artificial intelligence in ADHD diagnosis: a comprehensive review of machine learning applications, clinical validation challenges, and implementation barriers in precision medicine

Ghasem Dastjerdi, Elahe Akbarian, Hossein Neámatzadeh, Seyed Alireza Dastgheib, Alireza Emarati, Amirmasoud Shiri, Fatemeh Nematzadeh, Amirhossein Shahbazi, Reza Bahrami, Mohammad Golshan-Tafti, Bita Fallahpour, Zahra Sadr

March 31, 2026article en

Abstract

No abstract available for this paper.

Egyptian Pediatric Association GazetteVol. 74(1)

Shiraz University of Medical Sciences (IR), Shahid Sadoughi University of Medical Sciences and Health Services (IR), Medical University of Ilam (IR), Ilam University (IR), Islamic Azad University Shabestar (IR), Islamic Azad University, Yazd (IR), Razi Hospital (IR), University of Social Welfare and Rehabilitation Sciences (IR)

Openalex Percentile: Top 34%

Attention Deficit Hyperactivity Disorder

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.