Estimating Morbidity Rates Based on Routine Electronic Health Records in Primary Care: Observational Study.

Mark M J Nielen Inge Spronk Rodrigo Davids Joke C Korevaar René Poos Nancy Hoeymans Wim Opstelten Marianne Antonia Bernada van der Sande Marion C J Biermans F François G Schellevis Robert A Verheij

Published in: JMIR medical informatics (2019)

An algorithm was developed to construct episodes of illness based on routinely recorded EHR data to estimate morbidity rates. The algorithm constitutes a simple and uniform way of using EHR data and can easily be applied in other registries.

Keyphrases

electronic health record
primary care
clinical decision support
machine learning
adverse drug
deep learning
clinical practice
neural network