• 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