Automated detection of altered mental status in emergency department clinical notes: a deep learning approach

BACKGROUND: Machine learning has been used extensively in clinical text classification tasks. Deep learning approaches using word embeddings have been recently gaining momentum in biomedical applications. In an effort to automate the identification of altered mental status (AMS) in emergency departm...

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Pubblicato in:BMC Med Inform Decis Mak
Autori principali: Obeid, Jihad S., Weeda, Erin R., Matuskowitz, Andrew J., Gagnon, Kevin, Crawford, Tami, Carr, Christine M., Frey, Lewis J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2019
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Research Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6701023/
https://ncbi.nlm.nih.gov/pubmed/31426779
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0894-9
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