Does a machine learning-based risk stratification model accurately predict ventricular tachycardia and heart failure in patients with hypertrophic cardiomyopathy?
A machine learning-based risk stratification model demonstrates high accuracy for predicting ventricular tachycardia and heart failure in patients with hypertrophic cardiomyopathy.
The proposed risk-stratification model demonstrates high accuracy in predicting events in patients with hypertrophic cardiomyopathy. The use of a machine-learning risk stratification model may improve patient management, clinical practice, and outcomes in general.
Smole et al. (Mon,) studied this question.