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

Implementing machine learning in health care—addressing ethical challenges. N Engl J Med. 2018; 378:981-983 ... Crossref · Scopus (716).

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

Ethical Limitations of Algorithmic Fairness Solutions in Healthcare ...

The main epistemic limitation of algorithmic fairness is that it assumes the relationship between the extent of bias's impact on a given health outcome and ...

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

Ethical limitations of algorithmic fairness solutions in health care machine learning ... Content may be subject to copyright. ... balance beneﬁt ...

The Ethics of AI in Healthcare - HITRUST

Data Bias and Fairness ... Data used to train AI algorithms may result in biased healthcare decisions. This can lead to ethical dilemmas where AI ...

When Your Only Tool Is A Hammer - Aies Conference

Ethical Limitations of Algorithmic Fairness Solutions in Healthcare Machine Learning. Melissa McCradden. The Hospital for Sick Children ...

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

Ethical limitations of algorithmic fairness solutions in health care machine learning Available Online. Send to. Excel. BibTeX. RIS/EndNote. EndNote Web.

When Your Only Tool Is A Hammer: Ethical Limitations of Algorithmic ...

The main epistemic limitation of algorithmic fairness is that it assumes the relationship between the extent of bias's impact on a given health outcome and one ...

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

Ethical limitations of algorithmic fairness solutions in health care machine learning · journal article · editorial · Published by Elsevier in The Lancet Digital ...

When Your Only Tool Is A Hammer: Ethical Limitations of Algorithmic ...

and the development of 'algorithmic fairness' solutions ... When Your Only Tool Is A Hammer: Ethical Limitations of Algorithmic Fairness Solutions in Healthcare ...

Overcoming struggles to define algorithmic fairness in healthcare

The researchers argue that this lack of a universal definition makes regulating healthcare AI difficult and necessitates that algorithmic ...

Can medical algorithms be fair? Three ethical quandaries and one ...

By applying this method, we identify three ethical quandaries and a dilemma related to ML fairness in healthcare. First, there is what we call ' ...

AI in Healthcare: Counteracting Algorithmic Bias | Deerfield

I propose three actionable solutions to mitigate algorithmic bias and achieve fairness under a pragmatic ethical framework: 1) use datasets ...

Eliminating Racial Bias in Health Care AI: Expert Panel Offers ...

“Many health care algorithms are data-driven, but if the data aren't representative of the full population, it can create biases against those ...

Algorithmic Individual Fairness and Healthcare: A Scoping Review

Algorithmic fairness in healthcare is critical for ensuring equitable assessment and treatment of all individuals, regardless of their ...

When Your Only Tool Is A Hammer: Ethical Limitations of Algor

Ethical Limitations of Algorithmic Fairness Solutions in Healthcare Machine Learning. Melissa McCradden. The Hospital for Sick Children ...

Ethical Considerations in the Use of Artificial Intelligence and ...

In the context of health care, algorithmic bias poses significant ethical challenges as it can lead to disparities in diagnosis, treatment, and ...

Health Care Bias Is Dangerous. But So Are 'Fairness' Algorithms

This is not enough. Existing tools are treated as a solution to algorithmic fairness, but thus far they do not deliver on their promise. Their ...

On the ethics of algorithmic decision-making in healthcare

Additionally, we argue that, on a structural level, machine learning algorithms can exert normative force regarding the evidential standards and the management ...

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

Department of Critical Care Medicine, The Hospital for Sick Children, Toronto, ON, Canada. |. Publication type: Journal Article.