Risk Prediction Models for Incident Heart Failure: A Systematic Review of Methodology and Model Performance

There is an abundance of HF risk prediction models that had sufficient discriminative ability, although few are externally validated. Methods not recommended for the conduct and reporting of risk prediction modeling were frequently used, and resulting algorithms should be applied with caution.