Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2025 Feb 27:27:e59165.
doi: 10.2196/59165.

The Application of Preventive Medicine in the Future Digital Health Era

Affiliations
Review

The Application of Preventive Medicine in the Future Digital Health Era

Katherine De la Torre et al. J Med Internet Res. .

Abstract

A number of seismic shifts are expected to reshape the future of medicine. The global population is rapidly aging, significantly impacting the global disease burden. Medicine is undergoing a paradigm shift, defining and diagnosing diseases at earlier stages and shifting the health care focus from treating diseases to preventing them. The application and purview of digital medicine are expected to broaden significantly. Furthermore, the COVID-19 pandemic has further accelerated the shift toward predictive, preventive, personalized, and participatory (P4) medicine, and has identified health care accessibility, affordability, and patient empowerment as core values in the future digital health era. This "left shift" toward preventive care is anticipated to redefine health care, emphasizing health promotion over disease treatment. In the future, the traditional triad of preventive medicine-primary, secondary, and tertiary prevention-will be realized with technologies such as genomics, artificial intelligence, bioengineering and wearable devices, and telemedicine. Breast cancer and diabetes serve as case studies to demonstrate how these technologies such as personalized risk assessment, artificial intelligence-assisted and app-based technologies, have been developed and commercialized to provide personalized preventive care, identifying those at a higher risk and providing instructions and interventions for healthier lifestyles and improved quality of life. Overall, preventive medicine and the use of advanced technology will hold great potential for improving health care outcomes in the future.

Keywords: artificial intelligence; digital health; digital health technology; personalized prevention; preventive medicine; telemedicine; wearable devices.

PubMed Disclaimer

Conflict of interest statement

Conflicts of Interest: None declared.

Figures

Figure 1
Figure 1
Left shift of natural history of disease progression.

Similar articles

References

    1. Ageing and health. World Health Organization. 2024. [2024-03-21]. https://www.who.int/news-room/fact-sheets/detail/ageing-and-health .
    1. GBD compare data visualization. Institute for Health Metrics and Evaluation. 2024. [2024-03-21]. http://vizhub.healthdata.org/gbd-compare .
    1. Ansah JP, Chiu CT. Projecting the chronic disease burden among the adult population in the United States using a multi-state population model. Front Public Health. 2022;10:1082183. doi: 10.3389/fpubh.2022.1082183. https://europepmc.org/abstract/MED/36711415 - DOI - PMC - PubMed
    1. Health spending. Organization for Economic Cooperation and Development. 2022. [2024-03-21]. https://data.oecd.org/healthres/health-spending.htm .
    1. Chen J, Zhao M, Zhou R, Ou W, Yao P. How heavy is the medical expense burden among the older adults and what are the contributing factors? A literature review and problem-based analysis. Front Public Health. 2023;11:1165381. doi: 10.3389/fpubh.2023.1165381. https://europepmc.org/abstract/MED/37397714 - DOI - PMC - PubMed

LinkOut - more resources