Development and performance characteristics of novel code-based algorithms to identify invasive Escherichia coli disease.

Stephen P FortinLuis Hernandez PastorYorokpa Joachim Doua Michal Sarnecki Joel N SwerdelJamie ColasurdoJeroen Geurtsen

Published in: Pharmacoepidemiology and drug safety (2022)

Algorithm 4, which achieved the most balanced performance characteristics, offers a useful tool to identify patients with IED and assess the burden of IED in healthcare databases.

Keyphrases

escherichia coli
healthcare
machine learning
deep learning
pseudomonas aeruginosa
biofilm formation
cystic fibrosis
neural network