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Fuzzy One-Decision ...
Fuzzy One-Decision Making Model with Fuzzified Outcomes in the Treatment of Necrotizing Fasciitis
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- Rakus-Andersson, Elisabeth (författare)
- Blekinge Tekniska Högskola,Institutionen för matematik och naturvetenskap
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- Frey, Janusz (författare)
- Blekinge Sjukhuset, Blekinge County Hospital
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(creator_code:org_t)
- International Academy, Research and Industry Association (IARIA), 2016
- 2016
- Engelska.
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Ingår i: Proceedings of eTELEMED 2016 : The Eighth International Conference on eHealth, Telemedicine, and Social Medicine. - : International Academy, Research and Industry Association (IARIA). - 9781612084701 ; , s. 145-152
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Abstract
Ämnesord
Stäng
- By proposing a new approach to fuzzy decision making, we try to support the medical decision, concerning recommendations for the treatment with hyperbaric oxygen (HBO). This treatment can be used for patients, suffering from necrotizing fasciitis. Due to the disease rarity, it sometimes is difficult for a physician to determine, if a single patient needs the treatment with HBO. We thus identify the decision with a linguistic variable, equipped with treatment recommendation levels. The choice of the appropriate level is based on values of clinical symptoms, found in the patient. To extract the optimal recommendation level for the treatment with HBO, we involve fuzzy set techniques in the decision model. In the paper, we mainly concentrate on designs of fuzzy sets, standing for clinical symptoms and recommendation levels. The levels act as the outcomes, dependent on the cumulative input of the patient’s clinical markers. Since the focus is laid on a parametric structure of the outcomes, then we can categorize the model as robust approach to algorithmic modeling of outcomes, being part of eHealth data records.
Ämnesord
- NATURVETENSKAP -- Matematik -- Annan matematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Other Mathematics (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Annan klinisk medicin (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Other Clinical Medicine (hsv//eng)
Nyckelord
- fuzzy one-decision making
- fuzzy sets
- families of membership functions
- s-functions
- necrotizing fasciitis
- treatment with hyperbaric oxygen
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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