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NATURAL LANGUAGE PROCESSING CAN ACCURATELY IDENTIFY HOSPITALIZATIONS FOR WORSENING HEART FAILURE USING ELECTRONIC HEALTH RECORDS

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Administrative codes have limited accuracy in identifying hospitalizations for worsening heart failure (WHF). We used natural language processing (NLP) for electronic health records to systematically detect primary admissions for WHF.… Click to show full abstract

Administrative codes have limited accuracy in identifying hospitalizations for worsening heart failure (WHF). We used natural language processing (NLP) for electronic health records to systematically detect primary admissions for WHF. We randomly selected 50 hospitalizations with a primary

Keywords: hospitalizations worsening; worsening heart; natural language; electronic health; heart failure; language processing

Journal Title: Journal of the American College of Cardiology
Year Published: 2020

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