Pregled bibliografske jedinice broj: 557416
Multivariate linear regression based synthesis of 12-lead ECG from three bipolar leads
Multivariate linear regression based synthesis of 12-lead ECG from three bipolar leads // Proceedings of the Third International Conference on Health Informatics, HEALTHINF 2010 / Fred, Ana ; Filipe, Joaquim ; Gamboa, Hugo (ur.).
Valencia, Španjolska: INSTICC – Institute for Systems and Technologies of Information, Control and Communication, 2010. str. 216-221 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 557416 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Multivariate linear regression based synthesis of 12-lead ECG from three bipolar leads
Autori
Tomašić, Ivan ; Trobec, Roman ; Avbelj, Viktor
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the Third International Conference on Health Informatics, HEALTHINF 2010
/ Fred, Ana ; Filipe, Joaquim ; Gamboa, Hugo - : INSTICC – Institute for Systems and Technologies of Information, Control and Communication, 2010, 216-221
ISBN
978-989-674-016-0
Skup
HEALTHINF 2010, Third International Conference on Health Informatics
Mjesto i datum
Valencia, Španjolska, 20.01.2010. - 23.01.2010
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
ECG; MECG; Multivariate Linear Regression; synthesis; derivation; bipolar leads; wireless electrodes
Sažetak
The development of new technologies for electrocardiographic (ECG) monitoring enables the optimization of ECG recording strategy, in terms of a number and a position of body electrodes. Emerging wireless technology, together with requirements for improved wearing comfort, dictates a special design of a wireless bipolar ECG lead, which is composed of two closely placed electrodes. The measurements from a set of wireless electrodes, can serve for the reconstruction of the standard 12-lead ECG, which is directly applicable for the current medical knowledge. We present a method for synthesizing 12-lead ECG from only three bipolar leads. The result of the proposed method, based on multivariate linear regression, is a coefficients vector that transforms the data from three bipolar leads to a synthesized 12-leads ECG with minimum loss of diagnostic information. Two presented test cases show that a linear combination of only three bipolar leads, each obtained from two electrodes on a distance of 5 cm, suffices for a reliable synthesis of a standard 12-lead ECG. Wireless ECG leads can constitute a body sensor network that eliminates the need for additional wires and therefore improves the applicability of ECG device technology
Izvorni jezik
Engleski
Znanstvena područja
Matematika, Računarstvo, Kliničke medicinske znanosti
