Automated outbreak detection of hospital-associated pathogens: Value to infection prevention programs.

Meghan A BakerDeborah S YokoeJohn StellingKen KleinmanRebecca E KaganovAlyssa R LetourneauNeha VarmaThomas O'BrienMartin KulldorffDamilola BabalolaCraig BarrettMarci DreesMicaela H CoadyAmanda IsaacsRichard PlattSusan S Huangnull null

Published in: Infection control and hospital epidemiology (2020)

Automated, statistically-based outbreak detection can increase the consistency, scope, and comprehensiveness of detecting hospital-associated transmission.

Keyphrases

machine learning
deep learning
loop mediated isothermal amplification
high throughput
healthcare
real time pcr
label free
acute care
adverse drug
public health
emergency department
antimicrobial resistance
quantum dots