Artificial intelligence in diagnosis of pediatric neurodevelopmental disorders: a scoping review

AI technologies may significantly contribute to improving early diagnosis and clinical decision-making in pediatric neurodevelopment. However, variability in study design, population, and algorithm standardization remains a challenge. AI technologies are also facing ethical concerns such as data privacy and security, interpretability, equity and access, and algorithmic bias. Further multicenter validation and regulatory frameworks are essential for clinical translation.

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Publication Details

Journal
World Journal of Pediatrics
Published
2026-01-27
DOI
https://doi.org/10.1007/s12519-025-00999-z
Primary Topic
Autism Spectrum Disorder Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Artificial intelligence in diagnosis of pediatric neurodevelopmental disorders: a scoping review

Mateo Mariño Rodríguez, Erwin Hernando Hernández Rincón, María José Castro Salas, María Alejandra Nieto Ramírez
World Journal of Pediatrics
Autism Spectrum Disorder Research
article

Artificial intelligence in diagnosis of pediatric neurodevelopmental disorders: a scoping review

Mateo Mariño Rodríguez, Erwin Hernando Hernández Rincón, María José Castro Salas, María Alejandra Nieto Ramírez
article en

Abstract

AI technologies may significantly contribute to improving early diagnosis and clinical decision-making in pediatric neurodevelopment. However, variability in study design, population, and algorithm standardization remains a challenge. AI technologies are also facing ethical concerns such as data privacy and security, interpretability, equity and access, and algorithmic bias. Further multicenter validation and regulatory frameworks are essential for clinical translation.

World Journal of Pediatrics
Universidad de La Sabana (CO)
Universidad de La Sabana
Reduced inequalities
Openalex Percentile: Top 78%
Autism Spectrum Disorder Research
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