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Updated: Jun 14, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Screening for cardiovascular risk in asymptomatic patients
Jeffrey S Berger1, Courtney O Jordan2, Donald Lloyd-Jones3
1Department of Medicine, New York University School of Medicine, Leon H. Charney Division of Cardiovascular Medicine, New York, New York; Department of Medicine, University of Pennsylvania, Division of Cardiovascular Medicine, Philadelphia, Pennsylvania.
Cardiovascular disease (CVD) risk assessment is vital for prevention. Routine risk factor testing and score evaluation help healthcare providers discuss future risks with patients, enabling targeted interventions to reduce CVD.
Area of Science:
- Cardiology
- Preventive Medicine
- Public Health
Background:
- Cardiovascular disease (CVD) is a leading global cause of death, with significant lifetime risk for individuals.
- Assessing cardiovascular risk aids in targeting preventive treatments for asymptomatic individuals at high risk.
- Risk stratification for CVD presents challenges, especially for those with low or intermediate short-term risk.
Purpose of the Study:
- To review and compare six major cardiovascular risk algorithms.
- To highlight uncertainties and limitations in current CVD risk assessment tools.
- To advocate for routine cardiovascular risk factor testing and score assessment in clinical practice.
Main Methods:
- Review of six risk algorithms: Framingham Risk Score, Adult Treatment Panel III, SCORE, Reynolds Risk Score, ASSIGN, and QRISK.
- Analysis of algorithms based on outcomes, population validation, receiver-operating characteristic (ROC) curves, included variables, and limitations.
- Discussion of areas of uncertainty including timeframes, endpoints, non-laboratory scores, and guiding therapy.
Main Results:
- Six distinct cardiovascular risk algorithms were described and compared.
- Key differences in outcomes predicted, validation populations, and variables used were identified.
- Significant uncertainties remain regarding the optimal application and interpretation of these risk scores.
Conclusions:
- Routine testing for cardiovascular risk factors and comprehensive risk score assessment are recommended for effective CVD evaluation and prevention.
- Healthcare providers should discuss global and lifetime cardiovascular risk with patients to enhance understanding and adherence to preventive strategies.
- Risk-guided interventions hold substantial potential for reducing population-level CVD risk.
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