Pregled bibliografske jedinice broj: 39489
Determination of the calcium oxalate urolithiasis risk in children using paralel algorithms constructed with C4.5 classifier.
Determination of the calcium oxalate urolithiasis risk in children using paralel algorithms constructed with C4.5 classifier. // Book of Abstract Math/Chem/Comp 2000 / Graovac, Ante ; Plavšić, Dean ; Pokrić, Biserka ; Smrečki, Vilko (ur.).
Zagreb: Math/Chem/Comp, 2000. (poster, međunarodna recenzija, sažetak, znanstveni)
CROSBI ID: 39489 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Determination of the calcium oxalate urolithiasis risk in children using paralel algorithms constructed with C4.5 classifier.
Autori
Konjevoda, Paško ; Štambuk, Nikola ; Batinić, Danica ; Milošević, Danko
Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni
Izvornik
Book of Abstract Math/Chem/Comp 2000
/ Graovac, Ante ; Plavšić, Dean ; Pokrić, Biserka ; Smrečki, Vilko - Zagreb : Math/Chem/Comp, 2000
Skup
Math/Chem/Comp 2000 - the 15th Dubrovnik International Course & Conference on the Interfaces between Mathematics, Chemistry and Computer Sciences.
Mjesto i datum
Dubrovnik, Hrvatska, 19.06.2000. - 24.06.2000
Vrsta sudjelovanja
Poster
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
urolithiasis; prognosis; C4.5 classifier; calcium oxalate; machine learning
Sažetak
We developed a machine learning computer program for the Calcium Oxalate urolithiasis risk in children. The method of analysis is based on C4.5 classifier machine learning algorithms. It is shown that the risk of Calcium Oxalate urolithiasis may be determined with 100% sensitivity and specificity, from few relevant biochemical parameters. Our results indicate that machine learning algorithms may be a potent prognostic tools in biomedicine.
Izvorni jezik
Engleski
Znanstvena područja
Temeljne medicinske znanosti
