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Case-Based Systems in the Health Sciences - A Case Study in the Field of Stress Management
Mälardalens högskola, Akademin för innovation, design och teknik.ORCID-id: 0000-0002-1212-7637
Mälardalens högskola, Akademin för innovation, design och teknik.ORCID-id: 0000-0003-3802-4721
Mälardalens högskola, Akademin för innovation, design och teknik.ORCID-id: 0000-0002-5562-1424
2009 (Engelska)Ingår i: WSEAS Transactions on Systems, ISSN 1109-2777, Vol. 8, nr 3, s. 344-354Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Now-a-days medical domain is a popular area for the artificial intelligence (AI) research. Many of the early AI systems were attempted to apply rule-based reasoning in developing computer-based diagnosis system in medical domain. However, for a broad and complex medical domain the effort of applying rule-based system has encountered several problems. Today many systems are serving multi-purpose i.e. tend to support not only in diagnosis but also in number of other complex tasks and combining more than one AI techniques in the health care domain. In this paper, we will investigate the state-of-the art of casebased reasoning (CBR), a recent AI method in the medical domain. A case study in the stress medicine domain is presented here. Today stress has become a major concern in our society. The demand of the decision support system (DSS) in stress domain is increasing rapidly. However, the application of DSS in this domain is limited so far due to the weak domain theory. In our on going research, we have proposed a solution analyzing the relation between stress and finger temperature using case-based reasoning and other AI techniques namely case-based reasoning, textual CBR, rule-based reasoning, and fuzzy logic to support classification and diagnosis in stress management.

Ort, förlag, år, upplaga, sidor
2009. Vol. 8, nr 3, s. 344-354
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
URN: urn:nbn:se:mdh:diva-8977Scopus ID: 2-s2.0-67849114388OAI: oai:DiVA.org:mdh-8977DiVA, id: diva2:301539
Tillgänglig från: 2010-03-03 Skapad: 2010-03-03 Senast uppdaterad: 2017-01-25Bibliografiskt granskad

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Begum, ShahinaAhmed, Mobyen UddinFunk, Peter

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