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Pregled bibliografske jedinice broj: 74616

Coronary heart disease patient models based on inductive machine learning


Krstačić, Goran; Gamberger, Dragan; Šmuc, Tomislav
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)


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, 01-04. 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



POVEZANOST RADA


Projekt / tema
00980501

Ustanove
Institut "Ruđer Bošković", Zagreb