A statistical model-based approach for the detection of abnormal cardiac deformation

Aoued F., Eroglu E., Herbots L., Rademakers F., D'hooge J.

IEEE International Ultrasonics Symposium, Rotterdam, Netherlands, 18 - 21 September 2005, pp.512-515 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/ultsym.2005.1602903
  • City: Rotterdam
  • Country: Netherlands
  • Page Numbers: pp.512-515
  • Acibadem Mehmet Ali Aydinlar University Affiliated: Yes

Abstract

In this paper, the concept of principal component analysis for the quantitative assessment of segmental myocardial deformation characteristics is explored. Hereto, a statistical model including the variations in deformation properties among 80 healthy individuals was built This model was subsequently used to detect abnormal deformation traces. (Abstract).