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A fuzzy rule-based decision support system for Duodopa treatment in Parkinson
Högskolan Dalarna, Akademin Industri och samhälle, Datateknik.ORCID-id: 0000-0003-0403-338X
Högskolan Dalarna, Akademin Industri och samhälle, Datateknik.
Vise andre og tillknytning
2006 (engelsk)Inngår i: 23rd annual workshop of the Swedish Artificial Intelligence Society, Umeå, 2006Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

A decision support system (DSS) was implemented based on a fuzzy logic inference system (FIS) to provide assistance in dose alteration of Duodopa infusion in patients with advanced Parkinson’s disease, using data from motor state assessments and dosage. Three-tier architecture with an object oriented approach was used. The DSS has a web enabled graphical user interface that presents alerts indicating non optimal dosage and states, new recommendations, namely typical advice with typical dose and statistical measurements. One data set was used for design and tuning of the FIS and another data set was used for evaluating performance compared with actual given dose. Overall goodness-of-fit for the new patients (design data) was 0.65 and for the ongoing patients (evaluation data) 0.98. User evaluation is now ongoing. The system could work as an assistant to clinical staff for Duodopa treatment in advanced Parkinson’s disease.

sted, utgiver, år, opplag, sider
Umeå, 2006.
Serie
Report / UMINF, ISSN 0348-0542
Emneord [en]
Fuzzy logic, decision support system, Parkinson, Duodopa, levodopa infusion, fuzzy inference system
Identifikatorer
URN: urn:nbn:se:du-1916OAI: oai:dalea.du.se:1916DiVA, id: diva2:521576
Konferanse
23rd annual workshop of the Swedish Artificial Intelligence Society , Umeå, May, 2006
Tilgjengelig fra: 2006-03-07 Laget: 2006-03-07 Sist oppdatert: 2025-10-09bibliografisk kontrollert

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Westin, Jerker

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