WFRF:(Ahmed Mobyen Uddin)
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- Ahmed, Mobyen UddinMälardalens högskola,Institutionen för datavetenskap och elektronik (author)
A fuzzy rule-based decision support system for Duodopa treatment in Parkinson
- Article/chapterEnglish2006
Publisher, publication year, extent ...
- Umeå,2006
- electronicrdacarrier
Numbers
- LIBRIS-ID:oai:dalea.du.se:1916
- https://urn.kb.se/resolve?urn=urn:nbn:se:du-1916URI
- https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-6944URI
Supplementary language notes
- Language:English
- Summary in:English
Part of subdatabase
- SwePubSwePub
Classification
Notes
- 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.
Subject headings and genre
- TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik Datorsystem hsv//swe
- ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering Computer Systems hsv//eng
- Fuzzy logic
- decision support system
- Parkinson
- Duodopa
- levodopa infusion
- fuzzy inference system
Added entries (persons, corporate bodies, meetings, titles ...)
- Westin, JerkerHögskolan Dalarna,Datateknik(Swepub:du)jwe (author)
- Nyholm, Dag (author)
- Dougherty, MarkHögskolan Dalarna,Datateknik(Swepub:du)mdo (author)
- Groth, Torgny (author)
- Mälardalens högskolaInstitutionen för datavetenskap och elektronik (creator_code:org_t)
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- In:23rd annual workshop of the Swedish Artificial Intelligence SocietyUmeå
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