Title :
Quantification of blood flow in great vessels from cardiac magnetic resonance imaging
Author :
Ledesma-Carbayo, M.J. ; Montejo, C. ; Malpica, N. ; Jimenez-Borreguero, L.J. ; Santos, A.
Author_Institution :
ETSI Telecommunicacion, Univ. Politecnica de Madrid, Spain
Abstract :
This paper presents a new fool developed to quantify and characterize blood flow in great vessels. The aim is to quantify the flow during the cardiac cycle from sequences of magnetic resonance images of the vessel cross-section. The proposed method tracks the vessel contour to automatically quantify the maximum velocity and flow through the cardiac cycle and finally obtains the instantaneous stroke volume. The techniques proposed are based on active contours coupled with a motion estimation method. Results in ten different sequences from patients and healthy subjects have been obtained, showing values similar to other flow measurement techniques. A repeatability study was done to assess the robustness of the proposed tool.
Keywords :
biomedical MRI; blood vessels; cardiology; haemodynamics; image motion analysis; medical image processing; blood flow quantification; cardiac magnetic resonance imaging; motion estimation method; vessel contour tracking; vessel cross-section; Active contours; Arteries; Blood flow; Image edge detection; Image segmentation; Magnetic resonance; Magnetic resonance imaging; Shape; Signal processing algorithms; Valves;
Conference_Titel :
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
Print_ISBN :
953-184-089-X
DOI :
10.1109/ISPA.2005.195397