The invention concerns the use of essential fatty acids with a high content in eicosapentaenoic acid ethyl ester (EPA) or docosahexaenoic acid ethyl ester (DHA) or a high concentration mixture thereof in the preparation of a medicament useful for preventing mortality, in particular due to sudden death, in patients who have suffered from a myocardial infarction.