Title
When to re-order laboratory tests? Learning laboratory test shelf-life.
Abstract
•Order logs of laboratory tests can indicate when to re-test laboratory tests.•Methods from anomaly detection are a powerful way to capture time to re-testing.•97% of identified time to re-testing were found to be clinically meaningful.•Time to re-testing of laboratory tests shown to have potential use in phenotyping.
Year
DOI
Venue
2018
10.1016/j.jbi.2018.07.019
Journal of Biomedical Informatics
Keywords
Field
DocType
Electronic health record,Ordering patterns,Data science
Interpretability,Information retrieval,Computer science,Implicit knowledge,Internal validity,External validity
Journal
Volume
ISSN
Citations 
85
1532-0464
0
PageRank 
References 
Authors
0.34
13
4
Name
Order
Citations
PageRank
Gal Levy-Fix100.34
Sharon Lipsky Gorman2153.17
Jorge L Sepulveda3161.54
Noémie Elhadad461.22