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

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