Title :
Parametric images for the assessment of cardiac kinetics by magnetic resonance imaging (MRI)
Author :
Ben Ameur, Narjes ; Khlifa, Nawres ; Kraiem, Tarek
Author_Institution :
Lab. de Biophys. et Technol. Medicales, Univ. de Tunis El Manar, Tunis, Tunisia
Abstract :
The evaluation of Cardiac Magnetic Resonance (CMR) imaging exam is mainly based on the visual aspect. This visual evaluation depends on the level of expertise of the radiologist and it is characterized by variability within and between observers. The aim of this work is to propose a new method based on a mathematical model, “Fourier Transform” which calculates an amplitude parametric image. This image, calculated from the Cine MR images, allows the localization and quantification of abnormalities related to difference in contraction and their extent. The suggested amplitude image is likely to assist in the diagnosis through reducing the time taken by the radiologist to specify the abnormal contraction and by improving the accuracy of the examination. After testing this approach on patients (healthy and pathological), we have proven a good concordance between the results obtained by the parametric image and those collected from the routine examination.
Keywords :
Fourier transforms; biomedical MRI; cardiology; medical image processing; CMR imaging exam; Cine MR images; Fourier transform; MRI; abnormality localization; abnormality quantification; amplitude parametric image; cardiac kinetics assessment; cardiac magnetic resonance imaging exam; mathematical model; parametric images; visual evaluation; Cavity resonators; Heart; Image segmentation; Magnetic resonance imaging; Myocardium; Visualization; Cine- MRI; Fourier Transform; Parametric image; quantification;
Conference_Titel :
Image Processing, Applications and Systems Conference (IPAS), 2014 First International
Print_ISBN :
978-1-4799-7068-1
DOI :
10.1109/IPAS.2014.7043300