Developing Machine Learning Models for Behavioral Coding

OBJECTIVE: The goal of this research is to develop a machine learning supervised classification model to automatically code clinical encounter transcripts using a behavioral code scheme. METHODS: We first evaluated the efficacy of eight state-of-the-art machine learning classification models to reco...

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Vydáno v:J Pediatr Psychol
Hlavní autoři: Idalski Carcone, April, Hasan, Mehedi, Alexander, Gwen L, Dong, Ming, Eggly, Susan, Brogan Hartlieb, Kathryn, Naar, Sylvie, MacDonell, Karen, Kotov, Alexander
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2019
Témata:
Regular Articles
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6415657/
https://ncbi.nlm.nih.gov/pubmed/30698755
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jpepsy/jsy113
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