Prevalence and Predictability of Low-Yield Inpatient Laboratory Diagnostic Tests.
Journal:
JAMA network open
PMID:
31509205
Abstract
IMPORTANCE: Laboratory testing is an important target for high-value care initiatives, constituting the highest volume of medical procedures. Prior studies have found that up to half of all inpatient laboratory tests may be medically unnecessary, but a systematic method to identify these unnecessary tests in individual cases is lacking.
Authors
Keywords
Adult
Aged
Area Under Curve
Blood Urea Nitrogen
Clinical Laboratory Techniques
Female
Glycated Hemoglobin
Hemoglobins
Hospitalization
Humans
L-Lactate Dehydrogenase
Leukocyte Count
Machine Learning
Male
Middle Aged
Predictive Value of Tests
Retrospective Studies
ROC Curve
Sensitivity and Specificity
Troponin I