• DocumentCode
    1851515
  • Title

    The limited applicability of Wiener filtering to ECG signals disturbed by the MHD effect

  • Author

    Krug, J.W. ; Clifford, G.D. ; Rose, G.H. ; Oster, J.

  • Author_Institution
    Dept. of Healthcare Telematics & Med. Eng., Univ. of Magdeburg, Magdeburg, Germany
  • fYear
    2012
  • fDate
    27-31 Aug. 2012
  • Firstpage
    959
  • Lastpage
    963
  • Abstract
    The diagnostic information of an electrocardiogram (ECG) is essential to ensure patient safety in interventional procedures or medical diagnostics, e.g. during cardiac stress testing. When performing these interventional or diagnostic procedures inside an magnetic resonance imaging (MRI) environment, the ECG is directly and indirectly distorted by the several magnetic fields. While it is still possible to detect the QRS complex which is necessary for gating cardiac image sequences, a diagnostic interpretation of the ECG itself is not possible. In an attempt to remove the distortion due to the magneto-hydrodynamic (MHD) effect, a model of the undistorted ECG was constructed outside the scanner using a Wiener filter. The filter was then applied in a forward sense to the ECG recorded inside an MR scanner. Clinical features, such as the ST level and QT interval were measured before and after filtering and compared to the nominal values taken prior to MRI scanning. Errors in ST level estimation were sometimes found to be greater than 0.1mV, indicating that diagnostic accuracy cannot always be maintained. However, the results for QT interval analysis are sometimes within acceptable tolerances (10 ms-30 ms). This work therefore provides a standard benchmark for other approaches to beat.
  • Keywords
    Wiener filters; biomedical MRI; electrocardiography; magnetohydrodynamics; patient care; safety; ECG signals; MHD effect; MR scanner; MRI; QRS complex; QT interval analysis; ST level estimation; Wiener filtering; diagnostic information; diagnostic interpretation; electrocardiogram; magnetic resonance imaging; magnetohydrodynamic effect; medical diagnostics; patient safety; Blood; Electrocardiography; Estimation; Magnetic resonance imaging; Magnetohydrodynamics; Perpendicular magnetic recording; Signal to noise ratio; ECG; MRI; Magnetohydrodynamic Effect; Wiener Filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
  • Conference_Location
    Bucharest
  • ISSN
    2219-5491
  • Print_ISBN
    978-1-4673-1068-0
  • Type

    conf

  • Filename
    6334040