A decision support alert within an electronic medical record was able to identify patients with health care–associated infections (HAIs) who were being administered inappropriate antibiotic therapy. These findings suggest that clinical decision support systems can improve safety of antibiotic prescribing for intensive care unit patients with suspected HAIs.