Validating Use of Electronic Health Data to Identify Patients with Urinary Tract Infections in Outpatient Settings.

George GermanosPatrick LightRoger ZoorobJason L SalemiFareed KhanMichael HansenKalpana GuptaBarbara TrautnerLarissa Grigoryan

Published in: Antibiotics (Basel, Switzerland) (2020)

ICD-10 diagnosis codes with or without symptom codes reliably identify UTI visits; symptom codes alone are not reliable. ICD-10 based algorithms are a valid method to study UTIs in primary care settings.

Keyphrases

urinary tract infection
primary care
healthcare
machine learning
public health
mental health
deep learning
electronic health record
big data
risk assessment
human health
artificial intelligence