Validation of automated sepsis surveillance based on the Sepsis-3 clinical criteria against physician record review in a general hospital population: observational study using electronic health records data.

John Karlsson Valik Logan WardHideyuki TanushiKajsa MüllersdorfAnders TernhagEwa AufwerberAnna FärnertAnders F JohanssonMads Lause MogensenBrian PickeringHercules DalianisAron HenrikssonVitaly HerasevichPontus Nauclér

Published in: BMJ quality & safety (2020)

A fully-automated Sepsis-3 based surveillance algorithm using EHR data performed well compared with physician medical record review in non-intensive care wards, and exposed variations in hospital-onset sepsis incidence between wards.

Keyphrases

electronic health record
septic shock
acute kidney injury
adverse drug
intensive care unit
machine learning
deep learning
clinical decision support
healthcare
primary care
emergency department
public health
high throughput
big data
risk factors
acute care
single cell