• DocumentCode
    3173762
  • Title

    Quantitative assessment of the infarct transmurality using delayed contrast enhanced magnetic resonance images: description and validation

  • Author

    Kachenoura, N. ; Redheuil, A. ; El-Berbari, R. ; Dominguez, C. Ruiz ; Herment, A. ; Mousseaux, E. ; Frouin, F.

  • Author_Institution
    Lab. of Functional Imaging, INSERM, Paris
  • fYear
    2005
  • fDate
    25-28 Sept. 2005
  • Firstpage
    25
  • Lastpage
    28
  • Abstract
    The extent and degree of myocardial injury after an ischemic event are strong predictors of patient´s outcome. After acute infarction, delayed contrast enhancement magnetic resonance imaging allows clinicians to distinguish between viable and non-viable myocardium and can delineate with high precision the infarcted tissue. The aim of this study is to provide a quantitative method based on the fuzzy c-means clustering algorithm to assess the location and the extent of the infarcted area. Segmental infarct trasmurality was visually assessed on a 5-point scale for the 288 segments. The agreement between visual and quantitative analyses was good: 84% of the segments were categorized similarly by quantitative and visual analyses
  • Keywords
    biomedical MRI; cardiovascular system; fuzzy set theory; image enhancement; image segmentation; medical image processing; pattern clustering; acute infarction; delayed contrast enhanced magnetic resonance images; fuzzy c-means clustering algorithm; infarcted tissue; ischemic event; myocardial injury; nonviable myocardium; quantitative analyses; quantitative assessment; segmental infarct transmurality; viable myocardium; visual analyses; Clustering algorithms; Coronary arteriosclerosis; Delay; Image segmentation; Injuries; Laboratories; Magnetic resonance; Magnetic resonance imaging; Myocardium; Radiology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2005
  • Conference_Location
    Lyon
  • Print_ISBN
    0-7803-9337-6
  • Type

    conf

  • DOI
    10.1109/CIC.2005.1588024
  • Filename
    1588024