• DocumentCode
    2791123
  • Title

    Partial linear transformation of vectorcardiogram to 12 lead electrocardiogram signals

  • Author

    Mehridehnavi, A. ; Salehpour, N. ; Rabbani, Hossein ; Behjati, Mohammadreza

  • Author_Institution
    Dept. of Med. Phys. & Eng., Isfahan Univ. of Med. Sci., Isfahan, Iran
  • fYear
    2012
  • fDate
    11-13 Nov. 2012
  • Firstpage
    91
  • Lastpage
    94
  • Abstract
    The ability to transform orthogonal 3-lead Vector-cardiogram (VCG) to 12-lead Electrocardiogram (ECG) enables the use of fewer leads for computer visualization, signal analysis and wireless transmission of signals. This can also improve mobility, albeit limited, to the patients. We presented a least square (LS)-based approach to transform 3-lead Frank VCG to 12-lead ECG signals and vice versa, using partial linear transformation. Also our partial linear transformation function would be compared with Dower and affine transformation functions. The VCG and ECG signals of 40 healthy persons are acquired in this study. The results show that for healthy subjects, our partial linear LS method that is maps 3-lead VCG to12-lead ECG more accurately than both Dower and affine transformations of the ECG recordings.
  • Keywords
    affine transforms; electrocardiography; least squares approximations; medical signal processing; 12 lead electrocardiogram signals; 3-lead Frank VCG transform; Dower transformation functions; ECG recordings; ECG signals; VCG signals; affine transformation functions; computer visualization; least square-based approach; orthogonal 3-lead vectorcardiogram; partial linear LS method; partial linear transformation; partial linear transformation function; signal analysis; wireless signal transmission; Educational institutions; Electrocardiography; Heart; Medical diagnostic imaging; Standards; Transforms; ECG; VCG; least square estimation method; partial linear transformation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics & Bioengineering (BIBE), 2012 IEEE 12th International Conference on
  • Conference_Location
    Larnaca
  • Print_ISBN
    978-1-4673-4357-2
  • Type

    conf

  • DOI
    10.1109/BIBE.2012.6399713
  • Filename
    6399713