Ethical limitations of algorithmic fairness solutions in health care ...

Common ethical challenges in AI - Human Rights and Biomedicine

“decision-making algorithms (1) turn data into evidence for a given outcome (henceforth conclusion), and that this outcome is then used to (2) trigger and ...

A Systematic Review of Fairness in Artificial Intelligence Algorithms

Algorithm OR Algorithmic) AND (Fairness OR Bias OR Discrimination OR Ethics)) ... The use of AI in healthcare raises critical ethical issues that ...

Algorithms for a Fairer World - JHU Engineering Magazine

As AI and machine learning technologies increasingly come to inform decision-making tasks—and in some situations make decisions— there is increasing concern ...

Artificial Intelligence and Discrimination in Health Care

The Article argues that algorithmic discrimination in medicine can violate civil rights laws such as Title VI and Section 1557 of the Affordable Care Act.

Shaping the future of AI in healthcare through ethics and governance

However, AI also poses ethical, legal, and social risks (Jiang et al. 2021), such as data privacy, algorithmic bias, patient safety, and ...

For Ethical Use of AI in Medicine, Don't Overlook Maintenance and ...

Concerns about bias, fairness, equity, justice, and privacy with AI and machine learning models that identify key patterns from clinical ...

Navigating the Ethical Implications of AI in Healthcare - LinkedIn

Fairness in AI-driven healthcare involves mitigating biases which may arise from algorithmic decision-making processes. Explicit or systemic ...

The selective deployment of AI in healthcare - Vandersluis - 2024

These issues have spawned a large technical literature in algorithmic bias and fairness, which has primarily focused on defining and optimising ...

Ethical algorithm design should guide technology regulation

In contrast to differential privacy, the study of algorithmic fairness is relatively nascent. There is no agreement on a single definition, and ...

Algorithmic Fairness - Marcello Di Bello

Public and private sector entities rely on algorithms to streamline decisions about healthcare, loans, social services, sentencing and more. ... and the ethical ...

Algorithmic fairness audits in intensive care medicine: artificial ...

An AI fairness audit should be part of a larger set of ethical considerations to warrant safe and fair usage of AI in the ICU field. We are ...

The Potential For Bias In Machine Learning And Opportunities For ...

As the use of machine learning algorithms in health care continues to expand, there are growing concerns about equity, fairness, and bias in ...

View of Algorithmic Fairness From the Perspective of Legal Anti ...

2020), health-care (Chen, Szolovits, and Ghassemi 2019), has led to con ... fairnessconstraints, and (c) legitimization of problematic applica-tions.

Fairness of AI for People with Disabilities: Problem Analysis and ...

Challenges of fairness for people with disabilities in AI systems lead to an interplay of issues in ethics, law and technology that necessitate an ...

The possibilities and limits of algorithmic fairness (Part 2) - Office of ...

It does not address the ethical implications of the actual task an AI / ML model performs · It cannot determine which definition is appropriate ...

Algorithmic Fairness: A Tolerance Perspective - arXiv

These concerns have manifested in legal, ethical, and societal challenges, including the erosion of trust in intelligent systems. In response, ...

Ethical Challenges of AI in Medicine | Restackio

Bias and Fairness in AI Algorithms for Healthcare ... Artificial intelligence (AI) algorithms in healthcare have the potential to revolutionize ...

Artificial Intelligence and Discrimination in Health Care Sharona ...

Fairness: A Legal and Policy Analysis of Algorithmic Fairness, 2020 U. ... cal ethics and public health ethics is rapidly adapting to incorporate new issues and ...

Algorithmic Fairness - Bibliography - PhilPapers

Practical, epistemic and normative implications of algorithmic bias in healthcare artificial intelligence: a qualitative study of multidisciplinary expert ...

A Sociotechnical View of Algorithmic Fairness - Zora.uzh.ch

Yet the research has focused on technical solutions and the solving of issues that emerge from ... The ethics of AI in health care: A mapping review. Social ...