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Classification Methods for Atrial Fibrillation Prediction after CABG


Sovilj, Siniša; Rajsman, Gordana; Magjarević, Ratko
Classification Methods for Atrial Fibrillation Prediction after CABG // IFMBE Proceedings vol. 16 / Jarm, T. ; Kramar P. ; Županič A. (ur.).
Ljubljana: IFMBE, 2007. str. 46-49 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Classification Methods for Atrial Fibrillation Prediction after CABG

Autori
Sovilj, Siniša ; Rajsman, Gordana ; Magjarević, Ratko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
IFMBE Proceedings vol. 16 / Jarm, T. ; Kramar P. ; Županič A. - Ljubljana : IFMBE, 2007, 46-49

Skup
11th Mediterranean Conference on Medical and Biological Engineering and Computing – ; MEDICON 2007

Mjesto i datum
Ljubljana, Slovenija, 25-30.06.2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Classification; prediction; atrial fibrillation; CABG; discriminant analysis; decision tree

Sažetak
The aim of this study is to compare different methods for the classification type problems specifically in predicting Atrial Fibrillation (AF) after Coronary Artery Bypass Grafting (CABG). The prediction/classification model tends to predict a categorical dependent variable (which determines the belonging of a patient to a group of patients that have or to a group of patients that have not developed AF), by one or more continuous and/or categorical predictor variables derived from the patients' history, ECG and in particular from the P wave. We have obtained the parameters from continuously recorded ECG after the surgery.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Elektrotehnika, Računarstvo



POVEZANOST RADA


Projekt / tema
036-0362979-1554 - Neinvazivna mjerenja i postupci u biomedicini (Stanko Tonković, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
Klinički bolnički centar Zagreb

Citiraj ovu publikaciju

Sovilj, Siniša; Rajsman, Gordana; Magjarević, Ratko
Classification Methods for Atrial Fibrillation Prediction after CABG // IFMBE Proceedings vol. 16 / Jarm, T. ; Kramar P. ; Županič A. (ur.).
Ljubljana: IFMBE, 2007. str. 46-49 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Sovilj, S., Rajsman, G. & Magjarević, R. (2007) Classification Methods for Atrial Fibrillation Prediction after CABG. U: Jarm, T., Kramar P. & Županič A. (ur.)IFMBE Proceedings vol. 16.
@article{article, year = {2007}, pages = {46-49}, keywords = {classification, prediction, atrial fibrillation, CABG, discriminant analysis, decision tree}, title = {Classification Methods for Atrial Fibrillation Prediction after CABG}, keyword = {classification, prediction, atrial fibrillation, CABG, discriminant analysis, decision tree}, publisher = {IFMBE}, publisherplace = {Ljubljana, Slovenija} }