Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Issues And Trends In Healthcare Delivery System

Issues And Trends In Healthcare Delivery System

The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...

Current Trends in Nursing II

Current Trends in Nursing II

Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...

Non-equilibrium in the Cell

Non-equilibrium in the Cell

An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...

Equity Theory

Equity Theory

Equity theory explains how our sense of fairness influences the dynamics of close relationships. Rooted in social psychology, the theory posits that individuals evaluate fairness by comparing the ratio of their contributions to the rewards they receive. Relationship satisfaction is highest when these ratios are perceived as balanced between partners, promoting mutual reciprocity and a sense of justice.Equity vs. Equality in RelationshipsEquity is distinct from equality. Fairness does not...

Health Information Technology and Healthcare Information System

Health Information Technology and Healthcare Information System

Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:

Ethical Issues

Ethical Issues

Nurses are essential in patient care, upholding the ethical principles of their profession and effectively navigating ethical dilemmas. Neglecting ethical issues can lead to inadequate patient care, compromised therapeutic relationships, and moral distress among healthcare workers.
Ethical Concerns in Healthcare:

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Major Adverse Kidney Events in the American Indian or Alaska Native Population with Diabetes.

Clinical journal of the American Society of Nephrology : CJASN·2026

Same author

Dynamic Bayesian networks to predict loss of kidney function: a cross-institution use case in a large cohort with or at-risk of CKD.

BMC medical informatics and decision making·2026

Same author

Evaluating the predictive utility of European-based and transethnic polygenic risk scores for kidney function in older Black adults: insights from the Health and Retirement Study.

The journals of gerontology. Series A, Biological sciences and medical sciences·2026

Same author

Preliminary Findings of a Chronic Disease Management Program in Medicare Advantage Enrollees with Mild to Moderate Kidney Disease.

International journal of environmental research and public health·2026

Same author

Contextualizing key principles to promote a justice-oriented informatics research agenda: proceedings and reflections from an American Medical Informatics Association workshop.

Journal of the American Medical Informatics Association : JAMIA·2026

Same author

Active Bodies, Healthier Arteries: Physical Activity and Aortic Stiffness in Black Americans.

American journal of hypertension·2025

Same journal

Dupilumab Emerges as an Effective Antibody Therapy for Eosinophilic Esophagitis.

Annual review of medicine·2026

Same journal

CAR T Cell Toxicities and Emerging Treatment Strategies.

Annual review of medicine·2026

Same journal

Transthyretin Amyloid Cardiomyopathy: A Rapidly Evolving Landscape.

Annual review of medicine·2026

Same journal

Accessibility of Somatic Genetic Testing for Cancer Treatment Decisions.

Annual review of medicine·2026

Same journal

Diffuse Parenchymal Lung Disease: Updates in Pathophysiology and Management.

Annual review of medicine·2026

Same journal

Revascularization for Ischemic Cardiomyopathy: Disproving the 45-Year-Old Concept of Hibernating Myocardium.

Annual review of medicine·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Jan 14, 2026

High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity

High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity

Published on: September 26, 2025

Artificial Intelligence and Health Equity.

Tiffani J Bright¹, Keith C Norris²

¹Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, California, USA.

Annual Review of Medicine

|October 20, 2025

Summary

This summary is machine-generated.

Artificial intelligence (AI) can improve health but may worsen disparities for minority groups. Strategies for equitable health AI involve applying an equity lens and community engagement to ensure AI benefits all populations.

Keywords:

AI artificial intelligence bias health equity outcomes

Related Experiment Videos

Last Updated: Jan 14, 2026

High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity

High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity

Published on: September 26, 2025

Area of Science:

Biomedical research
Public health
Clinical care

Background:

Artificial intelligence (AI) offers significant potential to improve health outcomes and advance health equity by analyzing complex health data.
Concerns exist that AI may exacerbate existing health disparities, particularly for racial and ethnic minorities, individuals with disabilities, and low-income populations.
Biased or incomplete data used in AI development can lead to inequitable health outcomes.

Purpose of the Study:

To highlight strategies for developing and implementing equitable health AI.
To ensure AI technologies enhance health outcomes for all populations, particularly underserved groups.

Main Methods:

Review of current literature and strategies for equitable health AI.
Emphasis on applying an equity lens throughout the AI life cycle.
Highlighting the importance of meaningful community engagement.

Main Results:

Equitable health AI requires proactive measures to mitigate bias and ensure fairness.
Integrating an equity lens from data collection to deployment is crucial.
Community engagement is essential for developing AI solutions that meet diverse needs.

Conclusions:

AI has the potential to revolutionize healthcare, but careful consideration of equity is paramount.
Implementing specific strategies can help prevent AI from worsening health disparities.
Collaborative efforts involving affected communities are key to achieving equitable health AI.