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A Generic Knowledge Based Medical Diagnosis Expert System

Xin Huang, Xuejiao Tang, Wenbin Zhang, Ji Zhang, Mingli Zhang, Wensheng Gan, Shichao Pei, Zhen Liu, Yiyi Huang

202113 citationsDOI

Abstract

In this paper, we design and implement a generic medical knowledge based system (MKBS) for identifying diseases from several symptoms. In this system, some important aspects like knowledge bases system, knowledge representation, inference engine have been addressed. The system asks users different questions and inference engines will use the certainty factor to prune out low possible solutions. The proposed disease diagnosis system also uses a graphical user interface (GUI) to facilitate users to interact with the expert system. Our expert system is generic and flexible, which can be integrated with any rule bases system in disease diagnosis.

Topics & Concepts

Inference engineExpert systemComputer scienceInferenceKnowledge representation and reasoningLegal expert systemKnowledge baseKnowledge-based systemsGraphical user interfaceMedical knowledgeUser interfaceKnowledge acquisitionRepresentation (politics)Machine learningArtificial intelligenceSoftware engineeringProgramming languageMedicineMedical educationLawPoliticsPolitical scienceArtificial Intelligence in HealthcareMachine Learning in HealthcareBiomedical Text Mining and Ontologies