As healthcare technology advances, the use of ICD codes in epidemiology is expected to become even more sophisticated. The integration of electronic health records (EHRs) with ICD coding systems can enhance real-time disease surveillance and improve the quality of epidemiological research. Additionally, the ongoing updates and revisions to the ICD coding system will likely continue to refine and expand its applicability in public health.