Development of a Weighted-Incidence Syndromic Combination Antibiogram (WISCA) to guide the choice of the empiric antibiotic treatment for urinary tract infection in paediatric patients: a Bayesian approach.

Elisa BarbieriDaniele BottigliengoMatteo TelliniChiara MinottiMara MarchioriPaola CavicchioliDario GregoriCarlo GiaquintoLiviana Da DaltDaniele Donà

Published in: Antimicrobial resistance and infection control (2021)

The developed WISCAs provide highly informative estimates on coverage patterns overcoming the limitation of combination antibiograms and expanding the framework of previous Bayesian WISCA algorithm.

Keyphrases

urinary tract infection
end stage renal disease
ejection fraction
chronic kidney disease
machine learning
emergency department
intensive care unit
peritoneal dialysis
deep learning
magnetic resonance imaging
intellectual disability
computed tomography
contrast enhanced