1 results match your criteria: "From the University of Florida Intelligent Critical Care Center[Affiliation]"
Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System.
J Am Coll Surg
February 2023
From the University of Florida Intelligent Critical Care Center, Gainesville, FL (Loftus, Ruppert, Shickel, Ozrazgat-Baslanti, Balch, Hu, Rashidi, Bihorac).
Background: In single-institution studies, overtriaging low-risk postoperative patients to ICUs has been associated with a low value of care; undertriaging high-risk postoperative patients to general wards has been associated with increased mortality and morbidity. This study tested the reproducibility of an automated postoperative triage classification system to generating an actionable, explainable decision support system.
Study Design: This longitudinal cohort study included adults undergoing inpatient surgery at two university hospitals.