- Tytuł:
- The dedicated decision support system in recognition of some uncertain disease entities
- Autorzy:
- Porwik, P.
- Powiązania:
- https://bibliotekanauki.pl/articles/333041.pdf
- Data publikacji:
- 2009
- Wydawca:
- Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
- Tematy:
-
rozpoznawanie obrazu
klasyfikacja danych
sieci neuronowe
systemy wspomagania decyzji
image recognition
data classification
neural network
decision support systems - Opis:
- This work presents the principles of image recognition, where quality-based methods are applied. The neural networks and additional software have been proposed. This goal was achieved by using non-parametric recognition algorithms. In this paper the two-state hybrid classification method has been proposed, where artificial intelligence algorithm is included. In recognition process, the learning method, selection and optimization of diagnostic parameters have been introduced. The integrated part of the classifier structure is voting mechanism, which indicates incorrect states of the system – for example the unrecognized images. Effectiveness of the system has been shown by means of examples, where ambiguous data have been incorporated – it is very often a practice of medical diagnostics.
- Źródło:
-
Journal of Medical Informatics & Technologies; 2009, 13; 97-100
1642-6037 - Pojawia się w:
- Journal of Medical Informatics & Technologies
- Dostawca treści:
- Biblioteka Nauki