The Sociodemographic Biases in Machine Learning Algorithms: A Biomedical Informatics Perspective

Artificial intelligence models represented in machine learning algorithms are promising tools for risk assessment used to guide clinical and other health care decisions. Machine learning algorithms, however, may house biases that propagate stereotypes, inequities, and discrimination that contribute...

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Bibliographic Details

Published in:	Life
Main Authors:	Gillian Franklin, Rachel Stephens, Muhammad Piracha, Shmuel Tiosano, Frank Lehouillier, Ross Koppel, Peter L. Elkin
Format:	Article
Language:	English
Published:	MDPI AG 2024-05-01
Subjects:	bias sociodemographic machine learning algorithms artificial intelligence models
Online Access:	https://www.mdpi.com/2075-1729/14/6/652