Towards a Knowledge Graph-Based Explainable Decision Support System in Healthcare.
Journal:
Studies in health technology and informatics
Published Date:
May 27, 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.