Title :
Towards iron oxide nanoparticles quantization in molecular MR images by default field deconvolution
Author :
Charpigny, Delphine ; Grenier, Thomas ; Odet, Christophe ; Benoit-Cattin, Hugues
Author_Institution :
CREATIS-LRMN, Univ. de Lyon, Villeurbanne, France
fDate :
June 28 2009-July 1 2009
Abstract :
MRI contrast agents, such as USPIO, are often used for pathology diagnoses. Locating and quantifying USPIO is of high interest. Contrast techniques like T2 * cartography and positive contrast imaging have been developped in recent years. Another strategy is to analyse magnetic field inhomogeneities produced by the particles. We present a 3D post-processing method SYMDEF. This method consists in obtaining a SusceptibilitY Map by the deconvolution of DEfault Field map (the magnetic susceptibility is linked to USPIO concentration). Constrained least squares filtering is proposed to add robustness to SYMDEF. SYMDEF is compared with another method detailed by Haacke. Results show that SYMDEF allows us to retrieve susceptibility information from default field map without any prior knowledge as susceptibility. Our approach is a good candidate for USPIO quantization.
Keywords :
biomedical MRI; biomedical materials; deconvolution; iron compounds; least squares approximations; magnetic susceptibility; medical signal processing; nanobiotechnology; nanoparticles; superparamagnetism; FeO; MRI contrast agents; SYMDEF 3D post processing method; USPIO concentration; USPIO localisation; USPIO quantification; constrained least squares filtering; contrast techniques; default field deconvolution; default field map deconvolution; iron oxide nanoparticle quantization; magnetic field inhomogeneity analysis; magnetic susceptibility map; molecular MR images; particle induced magnetic field inhomogeneities; pathology diagnosis; Deconvolution; Iron; Least squares methods; Magnetic analysis; Magnetic fields; Magnetic resonance imaging; Magnetic susceptibility; Nanoparticles; Pathology; Quantization; MRI; Magnetic Susceptibility; Noise Filtering; USPIO Quantization;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2009. ISBI '09. IEEE International Symposium on
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-3931-7
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2009.5193002