Mitigating Algorithmic Bias in AI-Driven Cardiovascular Imaging for Fairer Diagnostics

<b>Background/Objectives</b>: The research addresses algorithmic bias in deep learning models for cardiovascular risk prediction, focusing on fairness across demographic and socioeconomic groups to mitigate health disparities. It integrates fairness-aware algorithms, susceptible carrier-...

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Bibliographic Details
Main Authors:	Md Abu Sufian, Lujain Alsadder, Wahiba Hamzi, Sadia Zaman, A. S. M. Sharifuzzaman Sagar, Boumediene Hamzi
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Series:	Diagnostics
Subjects:	cardiovascular risk prediction algorithmic bias fairness-aware AI demographic fairness adversarial debiasing SCIR model
Online Access:	https://www.mdpi.com/2075-4418/14/23/2675
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Mitigating Algorithmic Bias in AI-Driven Cardiovascular Imaging for Fairer Diagnostics

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