Related Experiment Video
Updated: Aug 9, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
The future: screening and effective intervention
1Department of Family Medicine, Long Beach Memorial Medical Center, California 90806, USA.
Abstract:
Despite an increased understanding of risk factors for cardiovascular disease and the development of new programs, procedures, and medications to reduce risk, effective large-scale primary and secondary prevention have remained difficult to achieve. Large-scale, primarily educational, community-based programs aimed at detecting and reducing risk can be effective, particularly when they are aimed at specific populations at increased risk. However, the long-term benefits of these programs have been modest. Recent studies have demonstrated that lipid-lowering therapy is a critical adjunct to dietary and lifestyle changes. The 3-hydroxy-3-methylglutaryl coenzyme A (HMG-CoA) reductase inhibitors in particular are highly effective in reducing cardiovascular risk in both primary and secondary prevention programs that combine lifestyle modification and aggressive medical therapy. The ability of these drugs to produce rapid improvements in endothelial function and increase coronary perfusion also supports their use in the medical rather than surgical management of at least some patients with cardiovascular disease who are candidates for percutaneous transluminal coronary angioplasty.
Related Concept Videos
Genetic Screens
Forward genetic screens
Forward or “classical” genetic screens involve creating random mutations in an organism’s DNA using radiation, mutagens, or insertion of additional bases, which result in visible changes...
Preventive Healthcare Services
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Nursing Interventions II: Selecting and Classifying the Nursing Interventions
Community Based Intervention
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Autism Spectrum Disorder
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.

