Related Experiment Video
Updated: Feb 14, 2026
08:58
Artificial Intelligence Approaches to Assessing Primary Cilia
Published on: May 1, 2021
4.2K
Transforming Public Health Practice with Artificial Intelligence: A Framework-Driven Approach
Obinna O Oleribe1,2, Florida Uzoaru3, Adati Tarfa4
1Department of Health Sciences, School of Public Health and Health Sciences, California State University, Dominguez Hills, 1000 E Victoria Street, Carson, CA 90747, USA.
Healthcare (Basel, Switzerland)
|February 13, 2026
Summary
Artificial intelligence (AI) offers transformative potential for public health, enhancing interventions and crisis response. Adopting a Public Health AI Framework ensures equitable development and deployment of AI for improved health outcomes.
Area of Science:
- Public Health
- Artificial Intelligence
- Health Informatics
Background:
- Artificial intelligence (AI) is revolutionizing healthcare, impacting public health functions like disease surveillance, health promotion, and policy development.
- While AI is integrated into many public health operations, its application in leadership and management is still developing.
- The study addresses the evolving role of AI in public health practice and leadership.
Purpose of the Study:
- Propose the Public Health AI Framework for AI development in public health.
- Ensure inclusive data, appropriate policies, and strategic partnerships in AI initiatives.
- Maximize AI potential through trained human-relevant resources.
Main Methods:
- Conceptual framework development.
- Literature review on AI applications in public health.
- Analysis of AI's role in public health leadership and management.
Main Results:
- AI can personalize interventions, democratize data access, and improve crisis response.
- AI has the potential to advance health equity and strengthen environmental health resilience.
- Effective AI integration requires proactive leadership and collaboration between public health professionals and AI specialists.
Conclusions:
- AI offers significant opportunities to reshape public health practices and outcomes.
- A deliberate leadership vision is crucial for co-creating and deploying AI tools in public health.
- Public health professionals should actively co-innovate to ensure ethical and equitable AI evolution.
Related Concept Videos
01:28Equivalent Circuits for Practical Transformers
1.4K
The practical equivalent circuits of single-phase two-winding transformers exhibit significant deviations from their idealized versions due to the inherent properties of winding resistance and finite core permeability. These properties result in real and reactive power losses, affecting the transformer's performance. Understanding these deviations is crucial for designing more efficient transformers.
In a practical transformer, each winding exhibits resistance and leakage reactance. The...
In a practical transformer, each winding exhibits resistance and leakage reactance. The...
1.4K
01:27Intelligence
8.8K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.8K
01:33Bacterial Transformation
60.2K
In 1928, bacteriologist Frederick Griffith worked on a vaccine for pneumonia, which is caused by Streptococcus pneumoniae bacteria. Griffith studied two pneumonia strains in mice: one pathogenic and one non-pathogenic. Only the pathogenic strain killed host mice.
Griffith made an unexpected discovery when he killed the pathogenic strain and mixed its remains with the live, non-pathogenic strain. Not only did the mixture kill host mice, but it also contained living pathogenic bacteria that...
Griffith made an unexpected discovery when he killed the pathogenic strain and mixed its remains with the live, non-pathogenic strain. Not only did the mixture kill host mice, but it also contained living pathogenic bacteria that...
60.2K
01:29Measures of Intelligence
8.6K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
8.6K
01:20Multiple Intelligences Theory
9.1K
Howard Gardner's theory of Multiple Intelligence proposes that there are nine distinct types of intelligence, each reflecting different ways of interacting with the world. Introduced in 1983 and expanded in subsequent years, Gardner's framework challenges the traditional notion of a single, generalized intelligence.
9.1K
01:26Transformers
1.9K
A device that transforms voltages from one value to another using induction is called a transformer. A transformer consists of two separate coils, or windings, wrapped around the same soft iron core. However, they are electrically insulated from each other.
The iron core has a substantial relative permeability. Therefore, the magnetic field lines generated due to the current in one winding are almost entirely confined within the core, such that the same magnetic flux permeates each turn of both...
The iron core has a substantial relative permeability. Therefore, the magnetic field lines generated due to the current in one winding are almost entirely confined within the core, such that the same magnetic flux permeates each turn of both...
1.9K