Novel Use of a Real-Time Prediction Model to Enhance Early Detection of Need for Massive Transfusion—Artificial Intelligence Behind the Drapes
Joshua Aaron Villarreal, Joseph Derek Forrester · JAMA Network Open · 2022
the need for an intensive care unit, hospital length of stay, and surgical site infection rate, is also warranted.In summary, machine learning and AI algorithms are increasingly utilized with electronic medical record data to alert hospital staff on changes in patient clinical trajectory.The novel use of real-time intraoperative data to provide an early-detection warning system for the anesthesia team has the potential to improve patient outcomes but requires further clinical validation in prospective or randomized clinical control trials.