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Towards a Knowledge Graph-Based Explainable Decision Support System in Healthcare.
- Source :
- Studies in Health Technology & Informatics; 2021, Issue 281, p502-503, 2p, 1 Diagram
- Publication Year :
- 2021
-
Abstract
- The decisions derived from AI-based clinical decision support systems should be explainable and transparent so that the healthcare professionals can understand the rationale behind the predictions. To improve the explanations, knowledge graphs are a well-suited choice to be integrated into eXplainable AI. In this paper, we introduce a knowledge graph-based explainable framework for AI-based clinical decision support systems to increase their level of explainability. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 09269630
- Issue :
- 281
- Database :
- Complementary Index
- Journal :
- Studies in Health Technology & Informatics
- Publication Type :
- Academic Journal
- Accession number :
- 150593603
- Full Text :
- https://doi.org/10.3233/SHTI210215