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Catheter-Related Infections

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Scaling-up NLP Pipelines to Process Large Corpora of Clinical Notes.

Methods of information in medicine 26534722
INTRODUCTION: This article is part of the Focus Theme of Methods of Information in Medicine on "Big Data and Analytics in Healthcare".
Algorithms Catheter-Related Infections Data Mining Datasets as Topic Decision Support Systems, Clinical Electronic Health Records Hospitals, Veterans Humans Machine Learning Natural Language Processing Prevalence Risk Assessment Urinary Catheterization Urinary Tract Infections Utah Vocabulary, Controlled
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Natural Language Processing for Real-Time Catheter-Associated Urinary Tract Infection Surveillance: Results of a Pilot Implementation Trial.

Infection control and hospital epidemiology 26022228
BACKGROUND: Incidence of catheter-associated urinary tract infection (CAUTI) is a quality benchmark. To streamline conventional detection methods, an electronic surveillance system augmented with natural language processing (NLP), which gathers data ...
Algorithms Catheter-Related Infections Catheters, Indwelling Computer Systems Documentation Electronic Health Records Humans Intensive Care Units Natural Language Processing Pilot Projects Population Surveillance Predictive Value of Tests Tertiary Care Centers Urinary Tract Infections
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