Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges

Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges

Objective: In this paper, we explore the correlation between performance reporting and the development of inclusive AI solutions for biomedical problems. Our study examines the critical aspects of bias and noise in the context of medical decision support, aiming to provide actionable solutions. Cont...

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Bibliographic Details
Main Authors: Oliver Faust, Massimo Salvi, Prabal Datta Barua, Subrata Chakraborty, Filippo Molinari, U. Rajendra Acharya
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Sensors
Subjects:
bias
noise
inclusive AI
trust
explainability
system design
Online Access:https://www.mdpi.com/1424-8220/25/1/205
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