Title :
Efficient image registration for the analysis of different phases of contrast-enhanced liver CT data
Author :
Verdú, R. ; Larrey, J. ; Morales, J. ; López, F. ; Naranjo, V. ; Niz, M. Alca ; López, R.
Author_Institution :
Univ. Politec. de Cartagena, Cartagena, Spain
Abstract :
This paper describes the image registration block developed in the hepatic planner HepaPlan. The proposed method is intended to support clinical decisions about treatment of liver pathologies. The initial stage is the segmentation of the liver tissue as well as its internal structures and tumours in contrast-enhanced CT volumes. The second stage is non-rigid motion compensation due to CT data are acquired at different times, in arterial phase and venous phase. This image registration is necessary in order to fusion contrast-enhanced CT data and then to ease 3D volumetric measures, visualization of the liver and tumour, and to make comparisons with studies of the same patient at earlier times.
Keywords :
cancer; computerised tomography; data analysis; data visualisation; decision support systems; image enhancement; image fusion; image registration; image segmentation; liver; medical image processing; motion compensation; tumours; 3D volumetric measures; HepaPlan; arterial phase; clinical decision support; contrast-enhanced CT data fusion; contrast-enhanced CT volumes; contrast-enhanced liver CT data analysis; hepatic planner; hepatocellular carcinoma; image registration block; liver cancers; liver pathology treatment; liver tissue segmentation; liver visualization; nonrigid motion compensation; tumour visualization; venous phase; Biomedical imaging; Computed tomography; Frequency domain analysis; Image registration; Liver; PSNR; Veins; Variational image registration; contrast-enhanced liver CT; non-rigid deformation;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1068-0