One of the primary challenges in using ECG data for epidemiological studies is ensuring standardization across different populations and settings. Variability in ECG interpretation, equipment, and technician expertise can lead to inconsistencies. Additionally, data privacy and ethical considerations must be addressed, especially when dealing with large datasets.