| Title |
Peculiarities of multivariate analysis based methods for detection and evaluation of ECG T-wave alternans / |
| Authors |
Krakauskaite, S ; Šimoliūnienė, Renata ; Petrolis, Robertas ; Kriščiukaitis, Algimantas |
| DOI |
10.5755/j01.eee.19.9.5655 |
| Full Text |
|
| Is Part of |
Elektronika ir elektrotechnika.. Kaunas : Technologija. 2013, vol. 19, no. 9, p. 85-88.. ISSN 1392-1215. eISSN 2029-5731 |
| Keywords [eng] |
Principal component analysis ; Periodic component analysis ; ECG T-wave alternans |
| Abstract [eng] |
Two multivariate analysis methods based on Principal Component Analysis and Periodic Component Analysis designed for detection and evaluation of ECG T-wave alternans were tested on synthetic and clinical recordings in the aim to reveal their diagnostic features. Advanced data pre-processing including normalization of S-T,T segment duration by means of bicubic interpolation was used to increase methods reliability. Non-visible variations in shape of S-T,T segment were revealed by means of the methods in the recordings registered in severe cardiac situations. Results lead to the idea, that analysis of T-wave alternans could be used not only for prevention of critical cardiac situations, but give valuable additional diagnostic information about status of cardiologic patients during ordinary examination. |
| Published |
Kaunas : Technologija |
| Type |
Journal article |
| Language |
English |
| Publication date |
2013 |
| CC license |
|
