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Updated: Apr 23, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
[Actively offering the evaluation and containment of cardiovascular risks (CCM Project, 2009]
Insights
This study introduces a cardiovascular disease screening model for adults aged 45-59, identifying high rates of unhealthy lifestyles and new cases of hyperglycemia and hypertension.
Area of Science:
- Public Health
- Preventive Medicine
- Cardiology
Background:
- Cardiovascular diseases (CVD) are a leading global cause of death, posing significant public health challenges.
- The Regional Centre for disease prevention and Control of Veneto Region (CCMR-Vermont) developed a structured screening model.
- The model mirrors cancer screening protocols, involving active recall and targeted interventions for healthy individuals.
Purpose of the Study:
- To evaluate a structured screening model for cardiovascular disease risk factors in adults aged 45-59.
- To assess the prevalence of unhealthy lifestyles and identify new cases of hyperglycemia and hypertension within the target population.
- To determine the effectiveness of the model in promoting lifestyle changes and improving health outcomes.
Main Methods:
- A cohort of 17,000 individuals aged 45-59 were invited to participate.
- Participants underwent pre-evaluation by a general practitioner, followed by assessments by a health assistant.
- Assessments included anthropometric measurements, blood pressure screening, fasting blood glucose tests, and lifestyle evaluations.
Main Results:
- A 61% adhesion rate was observed among invited subjects.
- 56.5% exhibited unhealthy lifestyles with normal blood values; 14% were newly diagnosed with hyperglycemia and/or hypertension.
- 24% maintained healthy lifestyles with normal blood values.
- Prevalent unhealthy lifestyle factors included sedentary behavior (31.3%), smoking (20%), and overweight (50%).
Conclusions:
- The proposed screening model demonstrates promise in identifying cardiovascular disease risk factors.
- The model effectively targets individuals with unhealthy lifestyles for intervention and follow-up.
- Integrating structured screening with preventive strategies can enhance public health outcomes for cardiovascular diseases.
Abstract:
The cardiovascular diseases (CVD) are the most cause of death globally, and represent a problem of public health,both in terms of morbidity and disability. The Regional Centre for disease prevention and Control of Veneto Region (CCMR- Veneto) proposed a structured model operating in ways similar to cancer screening: active recall of healthy subjects, offers to intervene in selected subjects. Subjects of both gender aged between 45-59 years, after pre-evaluation/exclusion by the general practitioner, were recalled and evaluated by a trained health assistant using anthropometric measurements, screening blood pressure, fasting blood glucose, and evaluation of lifestyle. 17.000 subjects were invited to the project, with an adhesion of 61%. 56,5% of them present unhealthy lifestyles and normal blood values (lipids, glucose and blood pressure); 14% were detected new hyperglycemic and/or hypertensive and 24% have healthy lifestyles and normal blood values. Regarding to the lifestyles, it results that 31, 3% had a sedentary lifestyles, 20% smokes and 50% is overweight. The subjects with unhealthy lifestyles were invited from health assistant to participate, and counseled them on some initiatives to make changes, and reassessed after 6 months/1 year. The proposed model seems to be a good both because using previously tested structured models, and because it placed up front strategic actions of the Prevention Departments.
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