Artificial Intelligence and Expert Systems in Medicine and Their Ability to Prediction as Therapy Planning Systems by CADIAG-2 Algorithm
سال انتشار: 1393
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 539
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شناسه ملی سند علمی:
JR_IJMEC-4-10_024
تاریخ نمایه سازی: 16 فروردین 1395
چکیده مقاله:
Expert Systems in Medicine is a collection, storage, retrieval, communication and processing of medical data for the purposes of interpretation, inference, decision-support, research and so other purposes in medicine. Expert System is an interactive computer-based decision tool that uses bothfacts and heuristics to solve difficult decision problems based on knowledge acquired from an expert. Expert systems provide expert advice and guidance in a wide variety of activities, from computer diagnosis to delicate medical surgery and so more other. CADIAG-2 is a well known rulebasedmedical expert system aimed at providing support in medical diagnose in the field of internal medicine. This paper employs CADIAG-2 fuzzy set theory and fuzzy logic to formalize medical entities and relationships and uses a large collection of IF-THEN rules to represent uncertainrelationships between distinct medical entities. This paper is organized as follows: At first, theintroduction and fundamental of CADIAG-2, in second step notation and preliminary definitions isregarded, and in third part the Algorithm will be consider, and the final step is discussed about satisfiablity and Unsatisfiable of CADIAG-2 sets.
کلیدواژه ها:
CADIAG-2 ، Expert Systems ، Fuzzy Logic ، Clinical Decision Support Systems (CDSS) and Therapy Planning Systems
نویسندگان
Mohammad Madadpour Inallou
Young Researchers and Elite Club, West Tehran Branch, Islamic Azad University, Tehran, Iran
Zeinab Ajurlou
Department of Mathematics, Sharif University of Technology, Tehran, Iran
Bahman Mehri
Department of Mathematics, Sharif University of Technology, Tehran, Iran