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

Journal: Methods of information in medicine

PMID: 26534722

Abstract

INTRODUCTION: This article is part of the Focus Theme of Methods of Information in Medicine on "Big Data and Analytics in Healthcare".

Authors

G Divita

Guy Divita, University of Utah School of Medicine, Division of Epidemiology, 295 Chipeta Way, Salt Lake City, UT 84132, USA, E-mail: guy.divita@hsc.utah.edu.
M Carter
A Redd
Q Zeng
K Gupta
B Trautner
M Samore
A Gundlapalli

Keywords

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

External Resources

View on PubMed Access via DOI PubMed (26534722)

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