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Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Cardiovascular health informatics: risk screening and intervention
Insights
Emerging health informatics technologies offer new ways to screen for and intervene in cardiovascular disease (CVD). These innovations aim for personalized, pervasive healthcare to reduce CVD mortality and improve patient quality of life.
Area of Science:
- Health Informatics
- Biomedical Engineering
- Cardiovascular Medicine
Background:
- Cardiovascular disease (CVD) remains a leading global cause of death, often due to sudden, fatal acute events.
- Conventional prevention methods are insufficient, necessitating novel strategies for early detection and intervention.
- There is a critical need for personalized and pervasive healthcare approaches to manage CVD effectively.
Discussion:
- This special issue highlights emerging health informatics technologies for CVD screening and intervention.
- Topics include genetic biomarkers, advanced imaging techniques, wearable physiological monitoring, personalized prediction models, and lifestyle intervention systems.
- The focus is on integrating these technologies for improved CVD management at the point of need.
Key Insights:
- Novel genetic biomarkers and high-throughput genomic data mining for CVD risk assessment.
- Advanced cardiovascular imaging with faster, higher-resolution techniques and automated analysis algorithms.
- Wearable and home healthcare technologies for continuous physiological biomarker monitoring.
- Personalized predictive models for atherosclerotic plaque progression and CVD outcomes.
- Quantifiable indices and wearable systems for early CVD intervention via lifestyle modifications.
Outlook:
- The integration of these emerging technologies promises to revolutionize CVD management and treatment.
- Improved early detection and intervention strategies can lead to better patient outcomes and enhanced quality of life.
- Future research should focus on clinical validation and widespread adoption of these innovative health informatics solutions.
Abstract:
Despite enormous efforts to prevent cardiovascular disease (CVD) in the past, it remains the leading cause of death in most countries worldwide. Around two-thirds of these deaths are due to acute events, which frequently occur suddenly and are often fatal before medical care can be given. New strategies for screening and early intervening CVD, in addition to the conventional methods, are therefore needed in order to provide personalized and pervasive healthcare. In this special issue, selected emerging technologies in health informatics for screening and intervening CVDs are reported. These papers include reviews or original contributions on 1) new potential genetic biomarkers for screening CVD outcomes and high-throughput techniques for mining genomic data; 2) new imaging techniques for obtaining faster and higher resolution images of cardiovascular imaging biomarkers such as the cardiac chambers and atherosclerotic plaques in coronary arteries, as well as possible automatic segmentation, identification, or fusion algorithms; 3) new physiological biomarkers and novel wearable and home healthcare technologies for monitoring them in daily lives; 4) new personalized prediction models of plaque formation and progression or CVD outcomes; and 5) quantifiable indices and wearable systems to measure them for early intervention of CVD through lifestyle changes. It is hoped that the proposed technologies and systems covered in this special issue can result in improved CVD management and treatment at the point of need, offering a better quality of life to the patient.
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