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...

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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2019
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505375/
https://www.ncbi.nlm.nih.gov/pubmed/31017583
http://dx.doi.org/10.2196/13822

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505375/
https://www.ncbi.nlm.nih.gov/pubmed/31017583
http://dx.doi.org/10.2196/13822

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