An Electronic Algorithm to Identify Vancomycin-Associated Acute Kidney Injury.

Jerald P CherianGeorge F JonesPreetham BachinaTaylor HelselZunaira VirkJae Hyoung LeeSuiyini FiawooAlejandra SalinasKate DzintarsElizabeth O'ShaughnessyRamya GopinathPranita D TammaSara E CosgroveEili Y Klein

Published in: Open forum infectious diseases (2023)

An electronic algorithm demonstrated substantial agreement with chart review and had excellent sensitivity and specificity in detecting possible or probable V-AKI events. The electronic algorithm may be useful for informing future interventions to reduce V-AKI.

Keyphrases

acute kidney injury
machine learning
deep learning
cardiac surgery
neural network
physical activity
methicillin resistant staphylococcus aureus
current status