Crowdsourced privacy-preserved feature tagging of short home videos for machine learning ASD detection

Standard medical diagnosis of mental health conditions requires licensed experts who are increasingly outnumbered by those at risk, limiting reach. We test the hypothesis that a trustworthy crowd of non-experts can efficiently annotate behavioral features needed for accurate machine learning detecti...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Washington, Peter, Tariq, Qandeel, Leblanc, Emilie, Chrisman, Brianna, Dunlap, Kaitlyn, Kline, Aaron, Kalantarian, Haik, Penev, Yordan, Paskov, Kelley, Voss, Catalin, Stockham, Nathaniel, Varma, Maya, Husic, Arman, Kent, Jack, Haber, Nick, Winograd, Terry, Wall, Dennis P.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8027393/
https://ncbi.nlm.nih.gov/pubmed/33828118
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-87059-4
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