๐Ÿง‘๐Ÿผโ€๐Ÿ’ป Research - January 2, 2026

Bridging the gap in digital health: A framework for leveraging digital health technologies in cardiovascular diseases, hypertension, and diabetes-a narrative review.

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โšก Quick Summary

This narrative review explores the transformative potential of digital health technologies (DHTs) in managing chronic diseases such as diabetes, cardiovascular diseases (CVDs), and hypertension. It proposes a comprehensive framework with six key pillars aimed at enhancing the effectiveness and accessibility of DHTs in chronic disease management.

๐Ÿ” Key Details

  • ๐Ÿ“Š Focus Areas: Diabetes, CVDs, Hypertension
  • ๐Ÿงฉ Technologies Discussed: Artificial Intelligence, Digital Therapeutics, Remote Patient Monitoring
  • โš™๏ธ Framework Pillars: Data Accuracy, User Engagement, Interoperability, Accessibility, Privacy, Regulatory Considerations
  • ๐Ÿ“… Publication: Digit Health, 2025

๐Ÿ”‘ Key Takeaways

  • ๐Ÿ’ก DHTs provide real-time, personalized health monitoring.
  • ๐Ÿค– AI enhances data accuracy through calibration and multisensor fusion.
  • ๐ŸŽฎ Gamification and behavioral science improve user engagement and compliance.
  • ๐Ÿ”— Interoperability is facilitated by Fast Healthcare Interoperability Resources (FHIR) standards.
  • ๐Ÿ’ฐ Accessibility is addressed through frugal innovation and open-source platforms.
  • ๐Ÿ”’ Privacy concerns are mitigated using blockchain and federated learning.
  • ๐ŸŒ Global harmonization of regulations is essential for effective DHT implementation.
  • ๐Ÿ“ˆ Actionable insights are provided for developers, healthcare professionals, and policymakers.

๐Ÿ“š Background

The rising prevalence of chronic diseases such as diabetes, cardiovascular diseases, and hypertension necessitates innovative approaches for effective disease management. Traditional methods often fall short in providing timely and personalized care. The integration of digital health technologies (DHTs) offers a promising solution, enabling real-time monitoring and improved patient engagement.

๐Ÿ—’๏ธ Study

This narrative review synthesizes current applications of DHTs in managing chronic diseases, focusing on advancements in artificial intelligence, digital therapeutics, and remote patient monitoring. The authors propose a framework consisting of six key pillars designed to enhance the reliability and effectiveness of DHTs in chronic disease management.

๐Ÿ“ˆ Results

The proposed framework emphasizes the importance of data accuracy through AI-enhanced calibration, user engagement via gamification, and interoperability through established healthcare standards. Additionally, it addresses accessibility and privacy concerns, advocating for innovative solutions such as open-source platforms and blockchain technology.

๐ŸŒ Impact and Implications

The insights from this review have significant implications for stakeholders in the healthcare sector. By optimizing the design and implementation of DHTs, we can improve chronic disease outcomes and enhance patient engagement. The proposed framework serves as a roadmap for developers, healthcare professionals, and policymakers to navigate the complexities of digital health integration.

๐Ÿ”ฎ Conclusion

This narrative review highlights the transformative potential of digital health technologies in managing chronic diseases. By leveraging advancements in AI and other innovative solutions, we can enhance the effectiveness and accessibility of healthcare. Continued research and collaboration among stakeholders are essential to realize the full potential of DHTs in improving patient outcomes.

๐Ÿ’ฌ Your comments

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Bridging the gap in digital health: A framework for leveraging digital health technologies in cardiovascular diseases, hypertension, and diabetes-a narrative review.

Abstract

The growing prevalence of chronic diseases such as diabetes, cardiovascular diseases (CVDs), and hypertension calls for innovative strategies for disease surveillance and management. Digital health technologies (DHTs) offer a transformative approach to chronic disease management through real-time, personalized health monitoring and enhanced patient engagement; however, they also present inherent limitations. This narrative review synthesizes current applications of DHTs in the management of diabetes, CVDs, and hypertension, with a focus on advancements in artificial intelligence, digital therapeutics, and remote patient monitoring. A framework of solutions is proposed, comprising six key pillars: (1) data accuracy and standardization through artificial intelligence-enhanced calibration and multisensor fusion; (2) user engagement and compliance supported by gamification and behavioral science; (3) interoperability and clinical integration through Fast Healthcare Interoperability Resources and Health Level Seven standards; (4) accessibility and cost barriers addressed through frugal innovation, open-source platforms, reimbursement policies, and user education; (5) privacy and ethics, employing blockchain and federated learning for secure data governance; and (6) regulatory and policy considerations, advocating for global harmonization and supportive reimbursement models. This framework aims to enhance the reliability, accessibility, and effectiveness of DHTs in chronic disease management. The review provides actionable insights for stakeholders, including developers, healthcare professionals, and policymakers, on optimizing the design, implementation, and regulation of DHTs, ultimately improving chronic disease outcomes.

Author: [‘Towett G’, ‘Snead RS’, ‘Marczika J’, ‘Ambalavanan R’, ‘Kairichi MM’, ‘Malioukis A’]

Journal: Digit Health

Citation: Towett G, et al. Bridging the gap in digital health: A framework for leveraging digital health technologies in cardiovascular diseases, hypertension, and diabetes-a narrative review. Bridging the gap in digital health: A framework for leveraging digital health technologies in cardiovascular diseases, hypertension, and diabetes-a narrative review. 2025; 11:20552076251406654. doi: 10.1177/20552076251406654

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