Author

C. Onyango

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Review Open access Sep 2026

Machine Learning Models for Early Autism Spectrum Disorder Detection: Systematic Review With a Pediatric and Engineering Perspective

Autism spectrum disorder (ASD) is a heterogeneous neurodevelopmental condition for which earlier identification may facilitate timely developmental assessment and intervention. This systematic review synthesized evidence on machine learning (ML)/ deep learning (DL) approaches for early ASD detection, with particular at...

C. Onyango, Lispah N. Wanjiku, Calvince Oketch · Cureus · 0 citations

Review Open access Aug 2026

Determinants of Access to Autism Spectrum Disorder Diagnostic Services: A Systematic Review and Meta-analysis of Factors Associated with Diagnostic Completion, Diagnostic Pathways, and Timely Diagnosis

Evidence on determinants of access across the ASD diagnostic pathway, from recognition and referral to diagnostic completion and timely diagnosis, is synthesized, covering socioeconomic, geographic, family, communication, screening, child developmental, provider, and health-system determinants.

J. Muthuka, L. W. Nyambura, C. Onyango et al. · medRxiv · 0 citations