Litcius/Paper detail

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

Varadraj P. Gurupur, Thomas T. H. Wan

2020Medicina46 citationsDOIOpen Access PDF

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.

Topics & Concepts

Computer scienceDecision support systemHealth careApplications of artificial intelligenceArtificial intelligenceWork (physics)Management scienceData scienceEngineeringPolitical scienceLawMechanical engineeringArtificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic SkillsMachine Learning in Healthcare