Tag: Algorithmic Bias

Algorithmic Bias: Why Bother?

Algorithmic Bias, Algorithms, Artificial Intelligence, Decision-Making

Author: Damini Gupta, T. S. Krishnan; Publisher: California Review Management; Publication Year: 2020. The following article highlights the importance and the need to reduce algorithmic bias. The article starts by recognizing that human bias will…
read more >>
7 Revealing Ways AIs Fail

Algorithmic Bias, Artificial Intelligence, Classification, Explainability, Model Brittleness, Model Failure, Neural Network Models, Uncertainty

Author: Charles Q. Choi.; Publisher: IEEE Spectrum; Publication Year: 2021. The following article details 7 common flaws in AI models and many real-world examples of these failures. It touches particularly on neural network models, but…
read more >>
Racial Bias in a Medical Algorithm Favors White Patients over Sicker Black Patients

Algorithmic Bias, Algorithms, Cultural Misunderstandings, Healthcare, Racial Bias, Racial Equity, Unconscious Bias

Author: Carolyn Y. Johnson; Publisher: The Washington Post; Publication Year: 2019. The following article describes how algorithms are created with the intention of eliminating bias, such as racial bias, but there are variables that can…
read more >>
Ethical Issues Arising Due to Bias in Training A.I. Algorithms in Healthcare and Data Sharing as a Potential Solution

AI Training Models, Algorithmic Bias, Data Sharing, Generalizability, Healthcare, Machine Learning

Author: Bilwaj Gaonkar Ph.D., Kirstin Cook B.A., Luke Macyszyn M.D.; Publisher: The AI Ethics Journal; Publication Year: 2020. The following article features authors that explain that each time a human makes a decision in modeling,…
read more >>

Tag: Algorithmic Bias

Algorithmic Bias: Why Bother?

7 Revealing Ways AIs Fail

Racial Bias in a Medical Algorithm Favors White Patients over Sicker Black Patients

Ethical Issues Arising Due to Bias in Training A.I. Algorithms in Healthcare and Data Sharing as a Potential Solution