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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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Podrobná bibliografie
Vydáno v:J Child Psychol Psychiatry
Hlavní autoři: Bone, Daniel, Bishop, Somer, Black, Matthew P., Goodwin, Matthew S., Lord, Catherine, Narayanan, Shrikanth S.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2016
Témata:
On-line přístup: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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