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Updated: Aug 6, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Risk Factors for Cardiovascular Disease: Epidemiology, Screening, Prevention, and Therapeutic Interventions
Mowei Kong1, Zaiyong Zheng2, Min Huang1
1Department of Cardiology The Affiliated Hospital of Southwest Medical University Luzhou Sichuan Province China.
Cardiovascular diseases (CVDs) are a major global health issue. New research highlights inflammation, stress, and genetics as key factors, alongside traditional risks, for CVD development and prevention.
Area of Science:
- Cardiology
- Public Health
- Genetics
Background:
- Cardiovascular diseases (CVDs) are the leading cause of global mortality.
- Traditional risk factors (hypertension, dyslipidemia, diabetes, smoking) are well-known.
- Emerging factors like inflammation, environmental exposure, stress, gut microbiota, and genetics significantly influence CVD risk.
Purpose of the Study:
- To comprehensively review CVD epidemiology, pathophysiology, screening, prevention, and treatment.
- To emphasize the integration of novel technologies for risk prediction and personalized prevention.
- To discuss clinical evidence, ongoing trials, and implementation in diverse socioeconomic settings.
Main Methods:
- Literature review of epidemiology and pathophysiological mechanisms.
- Analysis of multiomics methods, artificial intelligence (AI), and digital health technologies.
- Synthesis of preclinical and clinical evidence, including ongoing trials.
Main Results:
- Identification of novel risk factors beyond traditional ones.
- Demonstration of AI and digital health transforming CVD risk prediction and personalized prevention.
- Highlighting challenges in translating new biomarkers and technologies into clinical practice.
Conclusions:
- Precision cardiovascular medicine requires integrating mechanistic insights with practical applications.
- Addressing knowledge gaps is crucial for reducing the global burden of CVDs.
- Scalable and equitable clinical applications of new technologies remain a key challenge.
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