makingsenseofabbreviations in nursing notes a case study on mortality prediction 1 1 2 2 jasmine y nakayama bsn vicki hertzberg phd joyce c ho phd 1nell hodgson woodruff school of ...
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...Makingsenseofabbreviations in nursing notes a case study on mortality prediction jasmine y nakayama bsn vicki hertzberg phd joyce c ho nell hodgson woodruff school of department computer science emory university atlanta ga abstract unstructured data from electronic health records hold potential for improving predictive models outcomes efforts to extract structured information the used text mining methodologies such as topic modeling and sentiment analysis however methods do not account abbreviations have valuable about nurses assessments interventions abbreviation use is common thus abbre viation disambiguation may add more insight when using we present new process through normalization lemmatization stop word removal our found that subsequent andsentiment improved hospital day while controlling comorbidity introduction since technology economic clinical act passed care systems increasingly implemented record ehr improve communication coordination amonghealthcareteams additionalinsight...