Rule-based approaches in epidemiology refer to the use of predefined criteria or rules to identify patterns, relationships, and trends in health data. These rules are often derived from clinical guidelines, expert consensus, or statistical models. They can be used for a variety of purposes, including diagnosing diseases, predicting outbreaks, and guiding public health interventions.