DocumentCode :
2575747
Title :
A 3D lesion model for segmentation and evaluation of interventional MRI-guided thermal ablation treatment
Author :
Lazebnik, R.S. ; Wilson, D.L. ; Weinberg, B.D. ; Breen, M.S. ; Lewin, J.S.
Author_Institution :
Dept. of Biomed. Eng., Case Western Reserve Univ., Cleveland, OH, USA
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
1200
Abstract :
We are investigating imaging considerations and physiologic response to radiofrequency ablation of pathologic tissue, where the lesion is localized and monitored through realtime MR images. For this, we created a twelve parameter deformable model of lesion shape. The model is useful for lesion visualization, volume approximation, automated segmentation, and volume registration. Using digital phantoms we quantified the model´s ability to estimate whole lesion shape from erroneous and partial boundary information. Among all in vivo lesions (n=10), the mean median fit errors were 0.32 mm (0.11 SD) and 0.38 mm (0.16 SD) for the inner and outer surfaces respectively.
Keywords :
biomedical MRI; hyperthermia; image registration; image segmentation; medical image processing; physiological models; radiofrequency heating; 0.32 mm; 0.38 mm; automated segmentation; characteristic hypointense inner zone; deformable model; digital phantoms; erroneous partial boundary information; hyperintense outer zone; interventional MRI-guided thermal ablation treatment; lesion visualization; liver; magnetic resonance imaging; muscle; pathologic tissue; strong radiofrequency energy source; volume approximation; Biomedical monitoring; Deformable models; Image segmentation; Imaging phantoms; In vivo; Lesions; Radio frequency; Shape; Surface fitting; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
ISSN :
1094-687X
Print_ISBN :
0-7803-7612-9
Type :
conf
DOI :
10.1109/IEMBS.2002.1106347
Filename :
1106347
Link To Document :
بازگشت