DocumentCode :
167800
Title :
Image processing based surgical navigation system building
Author :
Yang Xu ; Hong Wang
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
fYear :
2014
fDate :
8-9 May 2014
Firstpage :
991
Lastpage :
994
Abstract :
In this paper, we aim to build a 3D medical image processing based surgical navigation system, to assist the operation with smooth performance. We first focus on the parallel implementation of Graph Cuts algorithm under CUDA for organ segmentation. The algorithm is modified and optimized and satisfactory results are obtained. A GPU parallel accelerated Marching Cubes algorithm for visualization is designed and experimental results are given. A surgical planning method is also developed, which can effectively reduce the risk of the radiation that the patients receive and accidental injury of the puncture needles in the traditional surgery. Two different navigation equipment´s connection and communication are implemented with our system. The above main functions are integrated to a surgical navigation system. Some experiments are made (animal experiments included) to test this platform for accuracy, reliability and ease of use.
Keywords :
data visualisation; graph theory; graphics processing units; image segmentation; medical image processing; parallel algorithms; surgery; 3D medical image processing based surgical navigation system building; CUDA; GPU parallel accelerated marching cubes algorithm; graph cuts algorithm; navigation equipment communication; navigation equipment connection; organ segmentation; parallel implementation; surgical planning method; visualization; Algorithm design and analysis; Biomedical imaging; Image segmentation; Navigation; Planning; Surgery; Three-dimensional displays; fast organ segmentation; medical image visualization; surgical navigation; surgical planning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Computer and Applications, 2014 IEEE Workshop on
Conference_Location :
Ottawa, ON
Type :
conf
DOI :
10.1109/IWECA.2014.6845789
Filename :
6845789
Link To Document :
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