Related Experiment Video
Updated: Mar 7, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Effectiveness of a screening programme in identifying individuals with increased risk of cardiovascular disease in
Nasheeta Peer1,2, Yusentha Balakrishna3, Anniza de Villiers4
1Non-communicable Diseases Research Unit, South African Medical Research Council, Durban 4001, South Africa.
Background:
To determine the proportion of participants identified with previously undiagnosed diabetes and untreated hypertension in the Heart and Stroke Foundation South Africa's screening programme.
Methods:
This cross-sectional study was conducted nationally in 2013 among ≥18-year-old adults self-selected for screening. Data collection included medical history and behaviours related to diet, physical activity, smoking and alcohol use. Clinical measurements comprised blood pressure, anthropometry and point-of-care random blood glucose and cholesterol assessments.
Results:
Among the 7711 participants, 2488 men and 5223 women, mean ages were 47.6 years and 48.6 years, respectively. Prevalence of diabetes was 13.8% in men and 12.8% in women but only 1.8% (45) and 0.9% (47), respectively, were newly diagnosed. Another 14.5% (men) and 12.4% (women) had impaired glycaemia. Only 32.9% and 36.3% with known diabetes were controlled. Hypertension was prevalent in 51.8% of men and 48.9% of women, 52.0% and 63.1% of whom were using anti-hypertensive medication; 43.2% of men and 45.5% of women on anti-hypertensive medication were controlled.
Conclusions:
Very few individuals with newly diagnosed diabetes were identified, which underscores the need for cost-effective targeted screening of high-risk individuals to optimize diagnosis. Furthermore, the suboptimal levels of diabetes and hypertension control highlights the need for improved care.
Related Concept Videos
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Coronary Artery Disease IV: Preventive Measures
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...
Atherosclerosis III: Management
Preventive Healthcare Services
Errors occurring during blood pressure monitoring
Several factors...

