<p>Substantial spatial clustering of EVD was detected at sub-county level in the recent outbreak at two districts of Mubende and Kassanda in the central region of Uganda. This study identifies hotspot areas for efficient implementation of early-targeted interventions for the prevention and control of the outbreak.</p>