The Promise and Peril of Learning Algorithms and Predictive Models in Clinical Decision Support: Be Careful What You Train For.

Journal: Circulation
Published Date: Jul 14, 2025

Abstract

Continued growth in AI-enhanced clinical decision is expected. Representative populations for model training/validation are needed.

Authors

  • Trejeeve Martyn
    Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, USA.
  • Mazen Hanna
    Heart, Vascular, and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA.
  • Fatima Rodriguez
    From the Division of Cardiovascular Medicine, Cardiovascular Institute (F.R., R.A.H.), Department of Medicine (F.R., R.A.H.).

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