Detecting Developmental Delay and Autism Through Machine Learning Models Using Home Videos of Bangladeshi Children: Development and Validation Study

BACKGROUND: Autism spectrum disorder (ASD) is currently diagnosed using qualitative methods that measure between 20-100 behaviors, can span multiple appointments with trained clinicians, and take several hours to complete. In our previous work, we demonstrated the efficacy of machine learning classi...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Med Internet Res
Prif Awduron: Tariq, Qandeel, Fleming, Scott Lanyon, Schwartz, Jessey Nicole, Dunlap, Kaitlyn, Corbin, Conor, Washington, Peter, Kalantarian, Haik, Khan, Naila Z, Darmstadt, Gary L, Wall, Dennis Paul
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: JMIR Publications 2019
Pynciau:
Original Paper
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6505375/
https://ncbi.nlm.nih.gov/pubmed/31017583
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/13822
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