Szczegóły publikacji
Opis bibliograficzny
The design of knowledge-based medical diagnosis system for recognition and classification of dermatoglyphic features / Hubert Wojtowicz, Jolanta Wojtowicz, Wiesław WAJS // W: Intelligent information and database systems : 6th Asian Conference, ACIIDS 2014, Bangkok, Thailand, April 7–9, 2014 : proceedings, Pt. 2 / eds. Ngoc Thanh Nguyen [et al.]. — Berlin ; Heidelberg : Springer-Verlag, cop. 2014. — (Lecture Notes in Computer Science ; ISSN 0302-9743. Lecture Notes in Artificial Intelligence ; 8398). — ISBN: 978-3-319-05457-5; e-ISBN: 978-3-319-05458-2. — S. 13–22. — Bibliogr. s. 22, Abstr.
Autorzy (3)
- Wojtowicz Hubert
- Wojtowicz Jolanta
- AGHWajs Wiesław
Dane bibliometryczne
| ID BaDAP | 81302 |
|---|---|
| Data dodania do BaDAP | 2014-05-15 |
| DOI | 10.1007/978-3-319-05458-2-2 |
| Rok publikacji | 2014 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Konferencja | Asian Conference on Intelligent Information and Database Systems 2014 |
| Czasopismo/seria | Lecture Notes in Computer Science |
Abstract
Detecting Down's syndrome in newborns at an early stage helps in postnatal elimination or mitigation of negative effects of the resulting birth defects, which untreated may lead to infants' death or disability. This paper introduces an architecture of knowledge-based medical system for diagnosis of Down's syndrome in infants. The expert knowledge required for the design of the system was elicited from the scientific literature describing diagnostic scoring systems developed using statistical methods. The knowledge required for the calculation of diagnostic index score and determination of the genetic disorder presence is represented in the form of expert system rules. The diagnosis is carried out on the basis of results of pattern recognitions and measurements of dermatoglyphic features, which are passed to the expert system allowing determination of the value of diagnostic index score.
