• DocumentCode
    2921038
  • Title

    A new curve registration technique for the analysis of T waves shapes

  • Author

    Meste, O. ; Rix, H. ; Dori, G.

  • Author_Institution
    Lab. I3S UNSA-CNRS, Univ. of Nice-Sophia Antipolis, France
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    6725
  • Lastpage
    6728
  • Abstract
    T waves properties are not usually fully exploited when analyzing its profile variation within a set of records. An affine transform of the temporal support is a good candidate for the modeling of this variation. Based on this assumption, we propose here a new framework that provides an estimation of the reference T wave and the parameters of the affine functions. To achieve this task, the domain of the inverse normalized integral is investigated, allowing a compact description of the dataset. As a straightforward tool, the Principal Component Analysis is shown to be efficient in this do- main. This approach is illustrated by analyzing a set of T waves recorded during Dipyridamol infusion and during angioplasty.
  • Keywords
    affine transforms; medical signal processing; parameter estimation; principal component analysis; Dipyridamol infusion; T waves shapes; affine transform; angioplasty; curve registration; inverse normalized integral; principal component analysis; Computational modeling; Delay; Indexes; Minimization; Principal component analysis; Shape; Time domain analysis; Algorithms; Electrocardiography; Pattern Recognition, Automated; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626236
  • Filename
    5626236