DocumentCode :
140618
Title :
Longitudinal in-vivo volumetry study for porcine liver regeneration from CT data
Author :
Jiayin Zhou ; Weimin Huang ; Chang, Stephen K. Y. ; Wei Xiong ; Oo, Thiha ; Wenyu Chen
Author_Institution :
Inst. for Infocomm Res., A*STAR, Singapore, Singapore
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
4743
Lastpage :
4746
Abstract :
The use of hepatic-like cloned cord lining epithelial cells (CLEC) to enhance liver regeneration has been proposed, but has not been properly investigated in a large animal study. The paper presents a system developed for the longitudinal in-vivo volumetry study on porcine liver regeneration from computed tomography (CT) data. In this system, a rough 3D liver volume is firstly automatically segmented by a 3D mesh deformation-based method. Then a refinement step to eliminate the segmentation error is carried out by a 3D post-editing tool, followed by mesh-volume conversion and volume calculation. This system was applied in a pilot study, which was composed of 4/4 pigs in the Experimental/Control Groups, to measure liver volumes over pre- to post-operative time course. Experimental results suggest that (1) the developed system can perform CT-based porcine liver volumetry efficiently, and (2) the infusion of CLEC to liver remnant may potentially enhance the liver regeneration.
Keywords :
cellular biophysics; computerised tomography; deformation; image segmentation; liver; medical image processing; 3D mesh deformation-based method; 3D post-editing tool; CT data; CT-based porcine liver volumetry; computed tomography data; hepatic-like cloned cord lining epithelial cells; longitudinal in-vivo volumetry; mesh-volume conversion; porcine liver regeneration; rough 3D liver volume segmentation; Animals; Computed tomography; Deformable models; Image segmentation; Liver; Shape; Three-dimensional displays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944684
Filename :
6944684
Link To Document :
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