2008 · 27 citations · 30 references
ComputingBiomedical InformaticsKnowledge ManagementClinical Decision SupportDecision Support SystemsKnowledge RepresentationClinical Decision Support SystemsClinical Decision-makingCognitive MappingDecision SupportExpert SystemsKnowledge-based Decision SupportDecision Support In DiagnosisDiagnostic Knowledge RepresentationFuzzy Cognitive MapsFuzzy Expert SystemsKnowledge Representation In MedicineKnowledge-based DiagnosisKnowledge-based Expert SystemsMedical Expert Systems
Knowledge-based systems are the most common type of artificial intelligence in medicine systems in routine clinical use. They contain medical knowledge, usually about a very specifically defined task, and are able to reason with data from individual patients to come up with reasoned conclusions. Although there are many variations, the knowledge within an expert system is typically represented in the form of a set of rules. Fuzzy cognitive map (FCM) is a knowledge based modeling methodology based on exploiting knowledge and experience from experts. It can handle uncertainty and can be constructed basely by expertspsila knowledge.
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Bart Kosko · International Journal of Man-Machine Studies · 1986 · 3.4K citations
Neural networks and fuzzy systems
Stefano Zambelli · Journal of Economic Dynamics and Control · 1993 · 1K citations