Medical knowledge representation within Heartfaid platform (CROSBI ID 532949)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Gamberger, Dragan ; Prcela, Marin ; Jović, Alan ; Šmuc, Tomislav ; Parati, Ganfranco ; Valentini, Mariaconsuelo ; Kawecka-Jaszcz, Kalina ; Styczkiewicz, Katarzyna ; Kononowicz, Andrzej ; Candelieri, Antonio ; Conforti, Domenico ; Guido, Rosita ;
engleski
Medical knowledge representation within Heartfaid platform
The paper presents the results of the development of the knowledge base for the HEARTFAID platform. The means and methods used to collect, systematize and formalize medical knowledge, as well as to test the developed knowledge representation are described. The descriptive part of the knowledge base is realized as an ontology which conceptualizes the heart failure medical domain. The procedural part of the knowledge base is realized through sets of production rules. The procedural knowledge covers the tasks of heart failure diagnosis, severity assessment, treatment process, medication prescription and dosage, medication contraindications, prognosis estimation, and acute decompensation detection. Finally, medical plans are used to present medical actionable knowledge. Currently they are used only to systemize procedural knowledge development process but they present a challenge for the future work in the field of medical knowledge representation.
Heart failure; knowledge representation; ontology; production rules
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Podaci o prilogu
307-314-x.
2008.
objavljeno
Podaci o matičnoj publikaciji
BIOSTEC 2008
INSTICC Institute for Systems and Technologies of Information, Control and Communication
978-989-8111-16-6
Podaci o skupu
Biostec 2008 International Joint Conference on Biomedical Engineering Systems and Technologies
predavanje
28.01.2008-31.01.2008
Funchal, Portugal