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- Title
Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach.
- Authors
Rodríguez-González, Alejandro; García-Crespo, Ángel; Colomo-Palacios, Ricardo; Gayo, José Emilio Labra; Gómez-Berbís, Juan Miguel; Alor-Hernández, Giner
- Abstract
The combination of the burgeoning interest in efficient and reliable Health Systems and the advent of the Information Age represent both a challenge and an opportunity for new paradigms and cutting-edge technologies reaching a certain degree of maturity. Hence, the use of Semantic Technologies for Automated Diagnosis could leverage the potential of current solutions by providing inference-based knowledge and support on decision-making. This paper presents the ADONIS approach, which harnesses the use of ontologies and the underlying logical mechanisms to automate diagnosis and provide significant quality results in its evaluation on real-world data scenarios.
- Publication
International Journal of Decision Support System Technology, 2011, Vol 3, Issue 1, p21
- ISSN
1941-6296
- Publication type
Article
- DOI
10.4018/jdsst.2011010102