<p>Among districts evaluated, the 75th percentile approach for malaria epidemic detection in Uganda was as sensitive as the C-SUM method, considered inappropriate for high-transmission areas. Use of the mean+2SD method for high-transmission areas, and 75th percentile and C-SUM methods for low-transmission areas in Uganda, may provide more useful results than the current approach.</p>