Title :
DEFORMABLE REGISTRATION OF SUPINE AND PRONE COLONS USING CENTERLINE ANALYSIS
Author :
Suh, Jung W. ; Wyatt, Christopher L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Virginia Tech., Blacksburg, VA
Abstract :
CT colonography (CTC) is a minimally invasive screening technique for colorectal polyps and colon cancer. Through the addition of prone scanning with the original supine scanning, the possibility of detecting the polyps is increased. Thus, the comparison between the prone and supine colons is required for diagnostic purposes. A piece-wise centerline matching algorithm and, the interpolation and extrapolation methods of deformation field are presented in this paper for highly accurate deformable registration. By incorporating these two methods into a modified demons algorithm, registration accuracy is enhanced even though there are severe deformations between prone and supine colons
Keywords :
biological organs; biomechanics; cancer; computerised tomography; deformation; image matching; image registration; medical image processing; CT colonography; centerline analysis; colon cancer; colorectal polyps; computed tomography; deformable registration; extrapolation method; interpolation method; minimally invasive screening; modified demons algorithm; patient diagnosis; piece-wise centerline matching algorithm; polyp detection; prone colon; prone scanning; registration accuracy; supine colon; supine scanning; Cancer; Colon; Colonic polyps; Colonography; Computed tomography; Minimally invasive surgery; Piecewise linear techniques; Shape; USA Councils; Virtual colonoscopy;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
DOI :
10.1109/ISBI.2007.356950