Prediction of major adverse cardiac events in the emergency department using an artificial neural network with a systematic grid search.

When triage data is used to predict MACE, death, and cardiac arrest, ANN with systemic grid search gives precise and valid outcomes and will benefit in predicting MACE in emergency rooms with limited resources that have to deal with a substantial number of patients.