Equity within AI systems

Equity within AI systems: What can health leaders expect? - PMC

Not only can AI potentially enhance health equity by improving healthcare provision, but it also has potential to help overcome human decision-making, which is ...

Equity within AI systems: What can health leaders expect? - PubMed

Artificial Intelligence (AI) for health has a great potential; it has already proven to be successful in enhancing patient outcomes, ...

Addressing equity and ethics in artificial intelligence

Algorithms and humans both contribute to bias in AI, but AI may also hold the power to correct or reverse inequities among humans.

Ethics, Equity, Data: The Core of Artificial Intelligence in Healthcare

Ethical AI: The Backbone of Trustworthy Healthcare Technology ... The use of AI in healthcare raises important ethical considerations, especially as AI algorithms ...

Ethics & Equity with AI: Leading the Way - Alchemy

Addressing Bias in AI ... One of the central themes of the discussion was the issue of bias in AI systems. AI algorithms often learn from historical data, which ...

AI equity: Ensuring access to AI for all

The Gates Foundation's approach to AI is grounded in safety, ethics, and equity; the principles of 'equal AI'. Led by Global Health President Trevor Mundel, the ...

AI on AI: Ensuring “Equity Intentionality” as We Implement Artificial ...

Interest in how to best incorporate artificial intelligence (AI) into the US healthcare delivery system is growing. The benefits AI can offer ...

Fostering equity in the era of AI - Marsh McLennan

Addressing bias starts from the development process, underscoring the importance of establishing ethical guidelines and frameworks. Transparent AI systems can ...

Forging a Fairer Future: How AI Can Be Used to Promote Equity

Perello explores, amongst other topics, dimensions of algorithmic fairness and counterfactual fairness. This involves ensuring that AI systems ...

Health Equity and Ethical Considerations in Using Artificial ... - CDC

AI bias is a general concept that refers to the fact that an AI system has been designed in a way that makes the system's decisions or use ...

Why Equity Must Be a Core Part of the Conversation About AI

Access to AI tools is the first major roadblock, with disparities in technology and internet access across different demographic groups.

Prioritizing equity among the great challenges of AI, says ...

“Equity is a particularly serious problem. Based largely on Anglo-American data, the technology reproduces historical and cultural—and often ...

Equity in the age of AI | Deloitte US

As more companies implement artificial intelligence (AI), issues around bias, security, and transparency continue to present hurdles to responsible, compliant, ...

The Role Of AI in Diversity, Equity, and Inclusion - Diversio

By leveraging machine learning algorithms, AI systems can offer objective insights and recommendations, minimizing subjective biases that can ...

Improving Health Equity Through AI

The unequal access to AI-driven services widens gaps in healthcare spending, with affluent communities and resource-rich health systems often ...

With AI and Automated Systems Rapidly Developing, a Focus on ...

The Urban Institute has already begun to demonstrate how centering equity in the evaluation and implementation of AI and automated systems can ...

Equitable AI Challenge and Community of Practice - USAID

Artificial intelligence (AI) reflects the world we live in, and AI tools are only as equitable as the underlying data they are trained on, including all of ...

A Blueprint for Equity and Inclusion in Artificial Intelligence

Within technology companies specifically, added complexity comes with equity and inclusion challenges unique to the design, development, deployment and use of ...

Health systems look to advance health equity with AI but risk ...

“That means there is inherent risk that the data or model may be biased or unrepresentative of the population it addresses,” authors wrote in a ...

AI and Equity: Opportunities and Challenges in Public Health

Artificial Intelligence (AI) is emerging as a powerful tool in public health, particularly in advancing health equity, through which we seek ...