Early indications and warning of abnormal infectious disease occurrences are the subject of investigations in the APL Biosurveillance Center. Data parceling, data display, detection algorithms, systems networking, and epidemiology are used in collaboration with the Walter Reed Army Institute for Research to convey health status information to U.S. military preventive medicine units worldwide and to state and local public health departments. (Illustration by Robin A. Walker.)