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Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Transfer Machine Learning
BACKGROUND: Qualitative self- or parent-reports used in assessing children’s behavioral disorders are often inconvenient to collect and can be misleading due to missing information, rater biases, and limited validity. A data-driven approach to quantify behavioral disorders could alleviate these conc...
Autores principales: | O'Donovan, Rebecca, Sezgin, Emre, Bambach, Sven, Butter, Eric, Lin, Simon |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327591/ https://www.ncbi.nlm.nih.gov/pubmed/32459656 http://dx.doi.org/10.2196/18279 |
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