Identifying and tracking a guide wire in the coronary arteries during angioplasty from x-ray images

Daphna Palti-Wasserman, Alfred M. Brukstein, Rafaël P. Beyar

Research output: Contribution to journalArticle

Abstract

During angioplasty, a guide wire (GW) is routinely placed in the coronary artery. Balloon inflation during angioplasty causes transient occlusion of the coronary artery and regional dysfunction. Thus, it is of major importance to monitor myocardial function, which may be impaired during this period. Since the GW moves with the coronary arteries, information regarding myocardial function can potentially be extracted from the GW motion. An algorithm is suggested which is a step toward such monitoring. The algorithm presented is a semiautomatic procedure for identifying and tracking the GW using specific characteristics of the GW. This algorithm is based on working in limited active windows. A preprocessing stage which enhances the GW by the use of a modified Laplacian filter or a modified Marr-Hildreth filter is introduced. The second stage of the algorithm is the tracking of the GW, which is based on fitting a second-degree polynom to the GW using the Hough transform in each window. To further improve the results further modifications of the basic algorithms that were taken. A single set of parameters, which enabled good tracking for a large number of images taken during angioplasty, was fitted to the final algorithm.

Original languageEnglish (US)
Pages (from-to)152-164
Number of pages13
JournalIEEE Transactions on Biomedical Engineering
Volume44
Issue number2
DOIs
StatePublished - 1997
Externally publishedYes

Fingerprint

Wire
X rays
Hough transforms
Balloons
Monitoring

Keywords

  • Coronary angioplasty
  • guidewire
  • tracking
  • ventricular function
  • wall motion

ASJC Scopus subject areas

  • Biomedical Engineering

Cite this

Identifying and tracking a guide wire in the coronary arteries during angioplasty from x-ray images. / Palti-Wasserman, Daphna; Brukstein, Alfred M.; Beyar, Rafaël P.

In: IEEE Transactions on Biomedical Engineering, Vol. 44, No. 2, 1997, p. 152-164.

Research output: Contribution to journalArticle

Palti-Wasserman, Daphna ; Brukstein, Alfred M. ; Beyar, Rafaël P. / Identifying and tracking a guide wire in the coronary arteries during angioplasty from x-ray images. In: IEEE Transactions on Biomedical Engineering. 1997 ; Vol. 44, No. 2. pp. 152-164.
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