In search of the best method to predict acute coronary syndrome using only the electrocardiogram from the emergency department

Our logistic regression model was the best overall method to predict ACS, followed by our ANN. Decision support models have the potential to improve even experienced ECG readers' ability to predict ACS in the ED.