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Inherent Bias in Artificial Intelligence-Based Decision Support Systems for Healthcare

Authors
  • Gurupur, Varadraj
  • Wan, Thomas T. H.
Type
Published Article
Journal
Medicina
Publisher
MDPI
Publication Date
Mar 20, 2020
Volume
56
Issue
3
Identifiers
DOI: 10.3390/medicina56030141
PMID: 32244930
PMCID: PMC7142873
Source
PubMed Central
Keywords
License
Green

Abstract

The objective of this article is to discuss the inherent bias involved with artificial intelligence-based decision support systems for healthcare. In this article, the authors describe some relevant work published in this area. A proposed overview of solutions is also presented. The authors believe that the information presented in this article will enhance the readers’ understanding of this inherent bias and add to the discussion on this topic. Finally, the authors discuss an overview of the need to implement transdisciplinary solutions that can be used to mitigate this bias.

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