Automatic myocardial infarction detection in contrast echocardiography based on polar residual network.

Purpose: Heart disease is one of the leading causes of death. Among patients with cardiovascular diseases, myocardial infarction (MI) is the main reason. Precise and timely identification of MI is significant for early treatment.