Neonatal ICU antibiotic use trends within an integrated delivery network.

Gregory BovermanChristine PerezShruti VijKristen TgavalekosShreyas RavindranathCornel AntonescuBobbi Chambers-Hawk

Published in: Antimicrobial resistance and infection control (2022)

To our knowledge, this is the first study to utilize data analytics at an IDN level to identify trends in AUR, We have identified practices that allowed an institution to reduce NICU AURs significantly, and which, if done as a standard practice, could be replicated on a broader scale.

Keyphrases

healthcare
primary care
big data
preterm infants
electronic health record
mechanical ventilation
machine learning
quality improvement
acute respiratory distress syndrome
deep learning