A Redesigned Order Entry System for Reducing Low-Value Preprocedural Cardiology Consultations: Quality-Improvement Cohort Study.

Published in: JMIR perioperative medicine (2020)

Implementation of an ordering algorithm to reduce low-value preprocedural cardiology evaluations did not lead to a reduction in the number of overall preprocedural cardiology consultations. The number of patients seen electronically increased, potentially improving clinic access and reducing travel burden for patients.

Keyphrases

end stage renal disease
quality improvement
ejection fraction
newly diagnosed
chronic kidney disease
primary care
prognostic factors
healthcare
cardiac surgery
machine learning
deep learning
patient reported outcomes
acute kidney injury
risk factors
general practice
infectious diseases