Title :
Improved Detection of Liver Metastasis by Registration and Subtraction of Dynamic Contrast-Enhanced Magnetic Resonance Imaging
Author :
Passera, K.M. ; Mainardi, L.T. ; Setti, E. ; Potepan, P.
Author_Institution :
Politec. di Milano, Milan
Abstract :
The purpose of this work was to validate a subtraction method for dynamic contrast-enhanced magnetic resonance volumes acquired at portal and delayed (3 hours) phases, to obtain a better depiction and delineation of hepatic secondary lesions. As the clinical readability of subtraction images depends on the degree of co-registration between volumes, we applied a 3D non-rigid registration procedure to realign portal and delayed-phase volumes before subtraction. Our method combines a rigid registration, based on normalized mutual information maximization and a non-rigid registration, based on a multiresolution analysis performed through wavelet transform. The feasibility of the method was tested on thirty-five secondary lesions. Results showed that the proposed subtraction produces images of easy interpretation and improves diagnostic confidence. In particular, subtraction image of subcentimetric lesions was scored as diagnostic in the 89% of the cases.
Keywords :
biomedical MRI; image registration; image resolution; liver; medical image processing; wavelet transforms; dynamic contrast-enhanced magnetic resonance imaging; hepatic secondary lesions; image coregistration; image registration; image subtraction; liver metastasis; multiresolution analysis; normalized mutual information maximization; wavelet transform; Delay; Lesions; Liver; Magnetic resonance; Magnetic resonance imaging; Metastasis; Multiresolution analysis; Mutual information; Portals; Wavelet analysis; Adult; Aged; Algorithms; Contrast Media; Humans; Image Enhancement; Liver Neoplasms; Magnetic Resonance Imaging; Meglumine; Middle Aged; Organometallic Compounds; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352222