Anomaly detection is a crucial technique in epidemiology used to identify unusual patterns or deviations from the norm in health data. These anomalies can indicate the emergence of new diseases, outbreaks, or other significant public health events. By identifying anomalies early, public health officials can take timely actions to mitigate the impact of potential health threats.