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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8027393/
https://www.ncbi.nlm.nih.gov/pubmed/33828118
http://dx.doi.org/10.1038/s41598-021-87059-4

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