Pregled bibliografske jedinice broj: 41471
Inconsistency tests for patient records in a coronary heart disease database
Inconsistency tests for patient records in a coronary heart disease database // Medical Data Analysis / Brause, Rudiger W. ; Hanisch, Ernst (ur.).
Berlin: Springer, 2000. str. 183-189 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo)
CROSBI ID: 41471 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Inconsistency tests for patient records in a coronary heart disease database
Autori
Gamberger, Dragan ; Lavrač, Nada ; Krstačić, Goran ; Šmuc, Tomislav
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), ostalo
Izvornik
Medical Data Analysis
/ Brause, Rudiger W. ; Hanisch, Ernst - Berlin : Springer, 2000, 183-189
Skup
First International Symposium, ISMDA 2000
Mjesto i datum
Frankfurt na Majni, Njemačka, 29.09.2000. - 30.09.2000
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
machine learning; outliers; coronary heart disease
Sažetak
The work presents the results of inconsistency detection experiments on the data records of an atherosclerotic coronary heart disease database collected in the regular medical practice. Medical expert evaluation of some preliminary inductive learning results have demonstrated that explicit detection of outliers can be useful for maintaining the data quality of medical records and that it might be a key for the improvement of medical decisions and their reliability in the regular medical practice. With the intention of on-line detection of possible data inconsistences, sets of confirmation rules have been developed for the database and their test results are reported in this work.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
