DocumentCode :
1822808
Title :
Non-rigid Registration of the Liver in Consecutive CT Studies for Assessment of Tumor Response to Radiofrequency Ablation
Author :
Niculescu, G. ; Forand, D.J. ; Nosher, J.
Author_Institution :
Rutgers Univ., Piscataway
fYear :
2007
fDate :
22-26 Aug. 2007
Firstpage :
856
Lastpage :
859
Abstract :
This paper introduces a non-rigid registration approach for tracking tumor response to radiofrequency ablation (RFA) across consecutive imaging studies. The method described here exploits the combined power of global and local alignment of pre- and post-treatment CT liver images for a given patient. The distinguishing characteristics of the system is that it can infer volumetric deformation based upon surface displacements using a linearly elastic finite element model (FEM). This technique may provide valuable information that could be beneficial in a range of surgical interventions as well as for the purposes of monitoring tissue response and therapy planning.
Keywords :
cancer; computerised tomography; finite element analysis; image registration; liver; medical image processing; radiofrequency heating; surgery; tumours; consecutive CT liver image; elastic finite element model; nonrigid image registration; radiofrequency ablation; therapy planning; tissue response monitoring; tumor response assessment; volumetric deformation; Biomedical imaging; Computed tomography; Deformable models; Finite element methods; Lesions; Liver neoplasms; Medical treatment; Radio frequency; Surface treatment; Surgery; Algorithms; Artificial Intelligence; Catheter Ablation; Humans; Imaging, Three-Dimensional; Liver Neoplasms; Pattern Recognition, Automated; Radiographic Image Enhancement; Radiographic Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique; Surgery, Computer-Assisted; Tomography, X-Ray Computed; Treatment Outcome;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
ISSN :
1557-170X
Print_ISBN :
978-1-4244-0787-3
Type :
conf
DOI :
10.1109/IEMBS.2007.4352425
Filename :
4352425
Link To Document :
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