Related Experiment Video
Updated: Aug 10, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Which prescriptive screening programmes are worth while?
Insights
Prescriptive screening, benefiting individuals, is most effective for childhood conditions like phenylketonuria and hypothyroidism. Challenges include ensuring population compliance and managing borderline cases in screening programs.
Area of Science:
- Public Health
- Preventive Medicine
- Medical Screening
Background:
- Prescriptive screening focuses on individual health benefits.
- Current screening programs are evaluated across all life stages.
Purpose of the Study:
- To assess the efficacy of various screening programs.
- To identify conditions where screening is most beneficial for individuals.
Main Methods:
- Review of existing screening programs from antenatal to old age.
- Analysis of conditions screened for at different life stages.
Main Results:
- Screening is most confidently recommended for infants and children.
- Effective infant screenings include phenylketonuria, hypothyroidism, visual/auditory impairments, and hip dislocation.
- Antenatal screening for Down's syndrome and neural tube defects is effective in high-risk groups.
- School-age screening for visual/auditory defects and dental diseases is valuable.
Conclusions:
- Childhood screenings offer the most confident recommendations for individual benefit.
- Key challenges include achieving high compliance rates and managing borderline cases.
- Further research is needed to address compliance and treatment decisions in screening programs.
Abstract:
Prescriptive screening is defined as screening for diseases solely for the benefit of the individuals participating in the programme. Currently used screening programmes are examined at each stage of life-antenatal, postnatal, school age, adult life, and old age. It is concluded that most disorders for which screening can be confidently recommended for the benefit of the individual are those occurring in children: screening infants for phenylketonuria, hypothyroidism, visual and auditory impairment, and probably congenital dislocation of the hip. Subject to parents' informed consent to participate, antenatal screening for Down's syndrome and neural tube defects is effective in high risk populations. Screening programmes to detect in school children visual and auditory defects and dental diseases are worth while. Two major problems arise in most programmes--firstly, how to achieve a high compliance rate of the population in attending for screening and accepting subsequent treatment; secondly, how to determine what treatment, if any, should be offered to borderline cases. Further evaluation of these problems is required for many programmes.
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
Sensitivity, Specificity, and Predicted Value
Sensitivity is the...

