A Generic Knowledge Based Medical Diagnosis Expert System
Huang, Xin, Tang, Xuejiao, Zhang, Wenbin, Pei, Shichao, Zhang, Ji, Zhang, Mingli, Liu, Zhen, Chen, Ruijun, Huang, Yiyi
–arXiv.org Artificial Intelligence
Expert system can process large amounts of known information and apply reasoning capabilities to provide conclusions. An expert system is a system that employs human knowledge captured in an automated system to solve problems that typically require human expertise. In this paper we propose the design and development of a medical knowledge based system (MKBS) for disease diagnosis from symptoms. It provides rich features for searching properties like symptoms, treatments, hierarchical clusters of particular diseases. The system supports a knowledge construction module and an inference engine module. The knowledge construction was built on a concept of rules, which was represented in a tree structure, and properties of a particular disease were stored as a semantic net.
arXiv.org Artificial Intelligence
Oct-26-2021
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