Screening Electronic Health Record-Related Patient Safety Reports Using Machine Learning.

Journal: Journal of patient safety

PMID: 24721977

Abstract

INTRODUCTION: The objective of this study was to develop a semiautomated approach to screening cases that describe hazards associated with the electronic health record (EHR) from a mandatory, population-based patient safety reporting system.

Authors

William M Marella

From the Pennsylvania Patient Safety Authority, Harrisburg, Pennsylvania; and ECRI Institute, Plymouth Meeting, Pennsylvania.
Erin Sparnon
Edward Finley

Keywords

Algorithms Automation Bayes Theorem Data Mining Databases, Factual Electronic Health Records Humans Machine Learning Mandatory Reporting Medical Informatics Patient Safety Pennsylvania

External Resources

View on PubMed Access via DOI PubMed (24721977)

Screening Electronic Health Record-Related Patient Safety Reports Using Machine Learning.

Abstract

Authors

Keywords

External Resources

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