- Tytuł:
- OvaExpert: an intelligent medical diagnosis support system for ovarian tumor
- Autorzy:
-
Żywica, P.
Apolinarski, S.
Kubiński, B. - Powiązania:
- https://bibliotekanauki.pl/articles/333466.pdf
- Data publikacji:
- 2015
- Wydawca:
- Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
- Tematy:
-
supporting medical diagnosis
ovarian tumor
soft computing
imprecise data
incomplete data
wspieranie diagnostyki medycznej
guz jajnika
obliczenia inteligentne
dane niedokładne
dane niepełne - Opis:
- In this paper we present OvaExpert, an intelligent system for ovarian tumor diagnosis. We give an overview of its features and main design assumptions. As a theoretical framework the system uses fuzzy set theory and other soft computing techniques. This makes it possible to handle uncertainty and incompleteness of the data which is an unique feature of developed system. The main advantage of OvaExpert is its modular architecture which allows seamless extension of system capabilities. Two diagnostic modules are described in the paper along with examples. First module is based on aggregation of existing prognostic models for ovarian tumor. Second, on novel concept of Interval– Valued Fuzzy Classifier which is able to operate under data incompleteness and uncertainty.
- Źródło:
-
Journal of Medical Informatics & Technologies; 2015, 24; 183-190
1642-6037 - Pojawia się w:
- Journal of Medical Informatics & Technologies
- Dostawca treści:
- Biblioteka Nauki
Artykuł