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Updated: Nov 19, 2025

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
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Digital Health: Should We Be Concerned?

John Mandrola1

  • 1BAPTIST HEALTH LOUISVILLE, LOUISVILLE, KENTUCKY.

Methodist Debakey Cardiovascular Journal
|January 27, 2021
PubMed
Summary

Digital health apps allow self-monitoring of vital signs, but this increased data collection has limitations. The human body

Area of Science:

  • Digital health
  • Biomedical engineering
  • Health informatics

Background:

  • The proliferation of health and fitness apps enables widespread self-monitoring of physiological parameters.
  • Personal health devices can measure heart rate, sleep patterns, and other metrics previously requiring clinical assessment.
  • This trend represents an expansion of anticipatory health, focusing on early detection and prevention of potential future health events.

Purpose of the Study:

  • To explore the limitations of digital devices in genuinely improving overall health.
  • To critically examine the impact of increased physiological data on healthcare.
  • To discuss the complexities of human physiology beyond simplified models.

Main Methods:

  • Qualitative analysis of current trends in digital health technology.
Keywords:
digital healthharmsscreening

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  • Review of scientific literature on physiological monitoring and health outcomes.
  • Conceptual exploration of the Cartesian model versus the holistic human body.

    • Main Results:

    • While digital tools facilitate anticipatory health, they may oversimplify complex human physiology.
    • The abundance of physiological data does not automatically translate to improved health outcomes.
    • The human body's interconnected systems are not fully captured by current digital monitoring capabilities.

    Conclusions:

    • Digital health devices offer valuable insights but have inherent limitations in representing the full spectrum of human health.
    • A deeper understanding of physiological complexity is needed to fully leverage digital health data.
    • The article highlights the need for a nuanced approach to health monitoring, acknowledging the boundaries of current technology.