Model Calibration, Interpretability, and Decision-Making with AI-Based Risk Scores

Joseph W. Hogan, Sc.D., and Venkatesh L. Murthy, M.D., Ph.D.

Abstract

Unpacking an important application of model calibration for an out-of-the-box artificial intelligence algorithm used to flag patients who are at high risk for hypertrophic cardiomyopathy, this article explains the use of calibrated scores for patient-level decision-making.