Title :
Robust estimation of MRI myocardial perfusion parameters
Author :
Aja-Fernandez, Santiago ; Cordero-Grande, Lucilio ; Vegas-Sanchez-Ferrero, Gonzalo ; de Luis-Garcia, Rodrigo ; Alberola-Lopez, Carlos
Author_Institution :
LPI, Univ. de Valladolid, Valladolid, Spain
Abstract :
Myocardial perfusion imaging by first-pass contrast-enhanced magnetic resonance allows to asses the viability of a tissue by the study of the contrast agent transit through the cardiac chambers and myocardium. Since visual inspection is difficult and may left aside critical temporal information, the need of automatic quantitative analysis arises. We propose two robust estimators of the parameters that quantify the perfusion according to a prior pharmacokinetic model. The estimators are based on the concentration of the contrast agent inside the tissue and the blood.
Keywords :
biochemistry; biomedical MRI; blood; cardiology; chemical analysis; estimation theory; haemorheology; muscle; physiological models; MRI myocardial perfusion parameter; automatic quantitative analysis; blood; cardiac chamber; contrast agent concentration; contrast agent transit; critical temporal information; first-pass contrast-enhanced magnetic resonance; myocardial perfusion imaging; myocardium; pharmacokinetic model; robust estimation; tissue viability; visual inspection; Blood; Estimation; Imaging; Magnetic resonance; Myocardium; Robustness; Visualization; Magnetic resonance; myocardial perfusion imaging; robust estimation;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610517