DocumentCode
3077725
Title
Estimation of operative line of resection using preoperative image and nonrigid registration
Author
Lee, Jong-Ha ; Won, Chang-Hee ; Kong, Seong-Gon
Author_Institution
Department of Electrical and Computer Engineering, Temple University, PA 19122, USA
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
3983
Lastpage
3986
Abstract
Even though accurate diagnosis of organs is done using preoperative images such as CT or MRI, these information are not directly used in the operating room, because organs are nonrigid and their shapes change with time. In this paper, we propose to obtain an intraoperative image of an open organ and fuse the image with a preoperative image. The intraoperative image is obtained from a three-dimensional laser scanner. The registration of preoperative image to the intraoperative image can relate the information from the preoperative image to the open organ in the operating room. We do this by registering preoperative images to intraoperative images. An algorithm based on Robust Point Matching method is developed for this nonrigid image registration problem. We also propose a new metric called Non Overlapping Ratio to determine the registration error. The experiments demonstrate that the proposed method is capable of achieving region of interest estimation within 1.51 mm mean distance error and 0.66% Non Overlapping Ratio.
Keywords
Computed tomography; Computer errors; High-resolution imaging; Image generation; Image registration; Laser surgery; Magnetic resonance imaging; Optical imaging; Robustness; Surface emitting lasers; Algorithms; Animals; Artificial Intelligence; Image Enhancement; Image Interpretation, Computer-Assisted; Image Processing, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Lasers; Lung; Models, Statistical; Pattern Recognition, Automated; Reproducibility of Results; Swine; Tomography, X-Ray Computed;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4650082
Filename
4650082
Link To Document