A System for Automated Determination of Perioperative Patient Acuity
A System for Automated Determination of Perioperative Patient Acuity is a scholarly work by Linda Zhang, Jesse M. Ehrenfeld, and Jonathan Porter Wanderer, published in 2018 in ''Journal of Medical Systems''. The main subjects of the publication include arterial hypertension, machine learning, medicine, data mining, Cohen's kappa, computer science, mean squared error, kappa, early goal directed therapy, random forest, Granularity, Generalizability theory, American Society of Anesthesiologists, anaesthesiology, statistics, and artificial intelligence. The authors' objective was to develop a system that automatically generates an ASA PS with finer granularity by creating a continuous ASA PS score.