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Analiza rytmu serca z zastosowaniem metody NEFA

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Warianty tytułu
Konferencja
Inżynieria Biomedyczna i Telemedycyna; Sympozjum( 7.09.2007; Warszawa, Polska)
Języki publikacji
PL
Abstrakty
EN
Acurate identification (classification) of ectopic beats is an important problem during ECG signal analysis. We developed a new Normalized Elliptic Fourier Descriptor Analysis (NEFA) method for three dimensional contour shape similitary analyses. We applied NEFA method to vectorcardiographic QRS loops shape analysis and then we performed the ECG rhythm analysis. We developed new version of spatial translation factor, time factor and NEFA shape size normalization stage. The study results confirm usefulness of NEFA method for automatic ECG signal analysis.
Rocznik
Tom
Strony
17--22
Opis fizyczny
Bibliogr. 16 poz., wykr., tab.
Twórcy
autor
Bibliografia
  • [1] Kuhl FP, Giardina ChR. Elliptic Fourier features of a closed contour. Computer Graphics and Image Processing 1982; 18(3): 236-258.
  • [2] Costa L da F, Cesar Jr.RC. Shape analysis and classification: Theory and Practice. 2001 CRC Press, Boca Raton.
  • [3] Lin CS, Hwang CL. New forms of shape invariants from elliptic Fourier descriptors. Pattern Recognition 1987; 20(5): 535-545.
  • [4] Lin CS, Jungthirapanich C. Invariants of 3D contours, Pattern Recognition. 1990; 23(8): 833-842.
  • [5] Bose P. The encoding and Fourier descriptors of arbitrary curves in 3-dimensional space. 2000; Master's thesis, University of Florida.
  • [6] Kowalski HA, Lasek P., Normalizacja eliptycznych deskryptorów Fouriera, ICS Research Report 15/2004, Warsaw, 2004.
  • [7] H.A. Kowalski. A normalized elliptic Fourier analysis method for spatial ECG rhythm classification. Electrocardiology 2005: Proceedings from The 11th Congress of the International Society for Holter and Noninvasive Electrocardiology and the 32nd Congress of the International Society of Electrocardiology, 2-4 June 2005, Gdańsk, Via Medica Medical Publisher, Folia Cardiologica, 2005; 12 suppl. D: 17.
  • [8] Reddy BRS, Murthy ISN, Chatterjee PC. Rhythm analysis using vectorcardiograms. IEEE Trans Biomed Eng 1985; BME-32(2): 97-104.
  • [9] Kowalski HA, Skorupski A. SPART: Real time spatial analysis of ECG signal. Proceedings "Computers in Cardiology 1995", Vienna, Austria, 10-13, 1995, IEEE Computer Society Press, Los Alamitos, Ca., 1996: 357-360.
  • [10] Kowalski HA, Skorupski A, Jedrasik P, Wojciechowski D, Kacprzak P, Zych R. Automatic Rhythm Analysis using SPART Method. Proceedings Computers in Cardiology, Hannover, Germany, September 26-29, 1999, IEEE Computer Society Press, Los Alamitos, Ca., 1999: 515-518.
  • [11] Kowalski HA, Skorupski A, Wojciechowski D, Szymański Z, Jedrasik P, Kacprzak P, Zych R. Use of SPART Method for Automatic Rhythm Analysis in Presence of Body Position Changes and Respiration Artifacts. Chicago 2000 World Congress on Medical Physics and Biomedical Engineering, 23-28 July 2000, Medical Physics 27: 1394, 2000.
  • [12] Kowalski HA. A modified elliptic Fourier descriptor method for spatial ECG analysis. Tenth National Conference on Application of Mathematics in Biology and Medicine, 22-25 September, 2004. University of Computer Engineering and Telecommunications in Kielce, 2004; 103-108.
  • [13] Dąbrowska B, Dąbrowski A. Podręcznik elektrokardiografii. Wydawnictwo Lekarskie PZWL, Warszawa, 2005
  • [14] Bayes de Luna A, Clinical Electrocardiography: A Textbook. Futura Publishing Company, Inc., Mount Kisco, NY, 1993.
  • [15] Poli S, Barbaro V, Bartolini P, Calcagnini G, Censi F. Prediction of atrial fibrillation from surface ECG: review of methods and algorithms. Ann Ist Super Sanita, 2003; 39(2): 195-203.
  • [16] Michaelis J, Wellek S, Willems JL. Reference standards for software evaluation. Meth Inform Med. 1990; 29: 289-297.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-PWA6-0042-0003
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