ICD codes play a vital role in epidemiology by providing a uniform language for reporting and monitoring diseases across different regions and time periods. This uniformity is essential for the surveillance of disease outbreaks, understanding disease burden, and planning public health interventions. For example, the use of ICD codes in the surveillance of COVID-19 has been instrumental in tracking the spread and impact of the virus globally.