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System Overview on a Clinical Decision Support System for Stress Management
Mälardalens högskola, Akademin för innovation, design och teknik. (IS)ORCID-id: 0000-0003-3802-4721
Mälardalens högskola, Akademin för innovation, design och teknik. (IS)ORCID-id: 0000-0002-1212-7637
Mälardalens högskola, Akademin för innovation, design och teknik. (IS)ORCID-id: 0000-0002-5562-1424
2012 (Engelska)Ingår i: Proceedings of the ICCBR 2012 Workshops, 2012, s. 111-116Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

There is an increased need for Clinical Decision Support Systems (CDSS) in the medical community as ICT technology is increasingly used in hospitals as more and more patient data is stored in computers. A CDSS has the potential to play a vital role and bring essential information and knowledge to the clinicians and function as a second opinion in their decision-making tasks. In this paper, a CDSS in stress management is presented where the CDSS can help the clinicians in order to diagnosis and treat stress related disorders. As a foundation for the CDSS, the Case-Based Reasoning (CBR) approach has been used as a core method of the system. The systems also combine other techniques from artificial intelligence in a multimodal manner, such as fuzzy logic, rule-based reasoning and textual information retrieval. In this paper we review our experiences and research efforts while developing the CDSS. The performance of the CDSS shows that the system can be useful both for trainee clinicians as an expert and as well as for senior clinicians as a second option. Moreover, the observation shows the current developments, and pros and cons of the CBR approach.

Ort, förlag, år, upplaga, sidor
2012. s. 111-116
Nationell ämneskategori
Teknik och teknologier
Identifikatorer
URN: urn:nbn:se:mdh:diva-17328OAI: oai:DiVA.org:mdh-17328DiVA, id: diva2:579659
Konferens
The Workshop on Case-Based Reasoning in the Health Sciences, at the International Conference on Case-Based Reasoning, ICCBR-12, Lyon, France, September 4, 2012
Tillgänglig från: 2012-12-20 Skapad: 2012-12-20 Senast uppdaterad: 2017-01-25Bibliografiskt granskad

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http://www.iccbr.org/iccbr12/ICCBR-12_WS_proc.pdf

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Ahmed, Mobyen UddinBegum, ShahinaFunk, Peter

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Ahmed, Mobyen UddinBegum, ShahinaFunk, Peter
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Akademin för innovation, design och teknik
Teknik och teknologier

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