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

Crossref DOI link: https://doi.org/10.1186/s43054-026-00530-7

Published Online: 2026-03-31

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Fallahpour, Bita

Dastjerdi, Ghasem

Akbarian, Elahe

Emarati, Alireza

Sadr, Zahra

Dastgheib, Seyed Alireza

Shahbazi, Amirhossein

Bahrami, Reza

Golshan-Tafti, Mohammad

Shiri, Amirmasoud

Nematzadeh, Fatemeh

Neamatzadeh, Hossein
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Text and Data Mining valid from 2026-03-31

Version of Record valid from 2026-03-31
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Article History

Received: 24 December 2025

Accepted: 11 March 2026

First Online: 31 March 2026

Declarations

:

: This study did not involve any human participants or animals and thus did not require ethical approval. No individual participant consent was applicable.

: Not applicable.

: The authors declare no competing interests.

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