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Use of machine learning to improve autism screening and diagnostic instruments: effectiveness, efficiency, and multi-instrument fusion

BACKGROUND: Machine learning (ML) provides novel opportunities for human behavior research and clinical translation, yet its application can have noted pitfalls (Bone et al., 2015). In this work, we fastidiously utilize ML to derive autism spectrum disorder (ASD) instrument algorithms in an attempt...

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Detalhes bibliográficos
Publicado no:J Child Psychol Psychiatry
Main Authors: Bone, Daniel, Bishop, Somer, Black, Matthew P., Goodwin, Matthew S., Lord, Catherine, Narayanan, Shrikanth S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4958551/
https://ncbi.nlm.nih.gov/pubmed/27090613
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/jcpp.12559
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