Personalized antibiograms for machine learning driven antibiotic selection.

Conor K CorbinLillian SungArhana ChattopadhyayMorteza NoshadAmy ChangStanley DeresinksiMichael BaiocchiJonathan H Chen

Published in: Communications medicine (2022)

Precision empiric antibiotic prescribing with personalized antibiograms could improve patient safety and antibiotic stewardship by reducing unnecessary use of broad-spectrum antibiotics that breed a growing tide of resistant organisms.

Keyphrases

patient safety
machine learning
quality improvement
primary care
artificial intelligence
gram negative
emergency department
urinary tract infection