Impact of Gram-Negative Bacilli Resistance Rates on Risk of Death in Septic Shock and Pneumonia.

Alison M HixonScott MicekVictoria J FraserMarin KollefM Cristina Vazquez Guillamet

Published in: Open forum infectious diseases (2024)

Estimating the excess risk of death for specific sepsis phenotypes in the context of local resistance rates, rather than relying on population resistance data, may be more informative in deciding empiric antibiotics in GNB infections.

Keyphrases

gram negative
septic shock
multidrug resistant
acute kidney injury
electronic health record
machine learning
deep learning
data analysis
respiratory failure