The Paradigm-Shifting Future of Health Care: Rise of Predictive, Personalized Lifestyle Medicine.

For more than a century, the dominant model has been reactive: diagnose disease once symptoms arise, then apply treatments designed to manage or suppress them. But a new model-predictive, personalized, and data-driven-is rapidly emerging. This shift is propelled by the invention of new technologies that have introduced a radically different way of understanding health by integrating massive longitudinal datasets with artificial intelligence, imaging, and biomarker analysis. In doing so, it heralds the beginning of a fundamental redesign of the healthcare system itself.

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Publication Details

Journal
PubMed
Published
2025-12-01
Primary Topic
Machine Learning in Healthcare
Type
article
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article

The Paradigm-Shifting Future of Health Care: Rise of Predictive, Personalized Lifestyle Medicine.

Jeffrey S Bland
PubMed
Machine Learning in Healthcare
article

The Paradigm-Shifting Future of Health Care: Rise of Predictive, Personalized Lifestyle Medicine.

Jeffrey S Bland
article en

Abstract

For more than a century, the dominant model has been reactive: diagnose disease once symptoms arise, then apply treatments designed to manage or suppress them. But a new model-predictive, personalized, and data-driven-is rapidly emerging. This shift is propelled by the invention of new technologies that have introduced a radically different way of understanding health by integrating massive longitudinal datasets with artificial intelligence, imaging, and biomarker analysis. In doing so, it heralds the beginning of a fundamental redesign of the healthcare system itself.

PubMedVol. 24(6)
Openalex Percentile: Top 15%
Machine Learning in Healthcare
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