Pregled bibliografske jedinice broj: 74616
Coronary heart disease patient models based on inductive machine learning
Coronary heart disease patient models based on inductive machine learning // 8th Conference on Artificial Intelligence in Medicine in Europe / Quaglini, Silvana; Barahona, Pedro; Andreassen, Steen (ur.).
Berlin: Springer, 2001. str. 113-116 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 74616 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Coronary heart disease patient models based on inductive machine learning
Autori
Krstačić, Goran ; Gamberger, Dragan ; Šmuc, Tomislav
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
8th Conference on Artificial Intelligence in Medicine in Europe
/ Quaglini, Silvana; Barahona, Pedro; Andreassen, Steen - Berlin : Springer, 2001, 113-116
Skup
8th Conference on Artificial Intelligence in Medicine in Europe
Mjesto i datum
Cascais, Portugal, 01.07.2001. - 04.07.2001
Vrsta sudjelovanja
Poster
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
inductive modeling; cornary heart disease
Sažetak
The work presents a model based approach for the improvement of the disease prevention process and describes the results in the form of induced models for the coronary heart disease patients. The idea is to detect and to describe important population subgroups with unproportionately high rate of the disease and to use the knowledge in the prevention process. The model construction process is combination of the inductive learning based detection of interesting subgroups, comparative statistical analyses of risk factors in the induced groups, and expert knowledge description of these results. The importance of the results is in the fact that constructed models may help in the early detection of the disease in some important population subgroups.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
