Patient data is typically collected through various methods such as medical records, surveys, and interviews. Electronic health records (EHRs) have become increasingly important, providing a wealth of information that can be used for longitudinal studies. Additionally, biomonitoring and laboratory tests contribute critical data for understanding individual health status.