Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach

BACKGROUND: The medical subdomain of a clinical note, such as cardiology or neurology, is useful content-derived metadata for developing machine learning downstream applications. To classify the medical subdomain of a note accurately, we have constructed a machine learning-based natural language pro...

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Detalles Bibliográficos
Autores principales: Weng, Wei-Hung, Wagholikar, Kavishwar B., McCray, Alexa T., Szolovits, Peter, Chueh, Henry C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5709846/
https://www.ncbi.nlm.nih.gov/pubmed/29191207
http://dx.doi.org/10.1186/s12911-017-0556-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5709846/
https://www.ncbi.nlm.nih.gov/pubmed/29191207
http://dx.doi.org/10.1186/s12911-017-0556-8

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