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The Choquet Integral Applied to Ranking Therapies in Radiation Cystitis
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för matematik och naturvetenskap.ORCID-id: 0000-0002-9920-7946
2015 (engelsk)Inngår i: INTELLIGENT SYSTEMS'2014, VOL 2: TOOLS, ARCHITECTURES, SYSTEMS, APPLICATIONS, Warzawa: Springer , 2015, Vol. 323, s. 443-452Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Radiation cystitis is in general rarely occurring, which makes it very difficult to study in a large group of clinical trials. Most available data about radiation cystitis treatment come from a small number of descriptive studies or from expert opinions. As clinical data are considered to have low quality then physicians, who are still facing patients with a disease hugely influencing quality of life, mostly base on their own experience. We thus want to test fuzzy decision-making model, regarded as a valuable tool, to help in selecting a patient-tailored treatment in radiation cystitis. Theoretical fuzzy decision-making models, possessing the utility matrix filled with distinct utilities of pairs (decision, object-state), give rise to own trials of successfully accomplished applications concerning the item of medication. After interpreting pairs (decision, object-state) as (therapy, symptom), we intend to prove decision-making based on the Choquet integral to extract the optimal treatment in radiation cystitis.

sted, utgiver, år, opplag, sider
Warzawa: Springer , 2015. Vol. 323, s. 443-452
Serie
Advances in Intelligent Systems and Computing, ISSN 2194-5357
Emneord [en]
Utility matrix, Parametric membership functions, Weights of importance, Utilities of therapies, Choquet integral
HSV kategori
Identifikatorer
URN: urn:nbn:se:bth-6551DOI: 10.1007/978-3-319-11310-4_38ISI: 000360203500038Lokal ID: oai:bth.se:forskinfo2346894CB4713D1BC1257D9500383F33ISBN: 978-3-319-11309-8 (tryckt)OAI: oai:DiVA.org:bth-6551DiVA, id: diva2:834069
Konferanse
IEEE Intelligent Systems IS' 2014, Warsaw, POLAND
Tilgjengelig fra: 2014-11-20 Laget: 2014-11-19 Sist oppdatert: 2018-01-17bibliografisk kontrollert

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