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MAY 10, 2023

Machine Learning Increases Accuracy of ASA Physical Status Scores

NEW ORLEANS—Interindividual variability in assigning ASA physical status scores to patients may one day become a thing of the past, thanks to the development of a new machine learning algorithm (ML-ASA) that determines the score using widely available patient data, according to new research.

This hospital registry cohort study concluded that by using such data, the ML-ASA can predict 30-day mortality with an accuracy that is superior to that of anesthesiologist-led ASA scores, a finding