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 proc...

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Bibliographic Details
Main Authors: Wagholikar, Kavishwar B (Author), McCray, Alexa T (Author), Chueh, Henry C (Author), Wagholikar, Kavishwar B. (Author), McCray, Alexa T. (Author), Chueh, Henry C. (Author), Weng, Wei-Hung (Contributor), Szolovits, Peter (Contributor)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor)
Format: Article
Language:English
Published: BioMed Central, 2018-04-06T16:53:28Z.
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