DocumentCode :
2682046
Title :
Research of Cardiac Aided Diagnosis System Based on CUDA
Author :
Chen, Yu-ke ; Wu, Xiao-ming ; Ou, Shan-xin ; Chen, Hai ; Yang, Rong-qian
Author_Institution :
Gen. Hosp. of Guangzhou Mil. Command of PLA, Guangzhou, China
fYear :
2012
fDate :
28-30 May 2012
Firstpage :
880
Lastpage :
883
Abstract :
Objective: Realize the accurate segmentation and tridimensional visualization of cardiac medical image and finish the design of cardiac aided diagnosis. Methods: Combine clinical experts diagnosis experience, CT image prior feature and graph cut algorithm model, adopt GPUs parallel data processing to realize the segmentation of cardiac struction and tridimensional visualization. Result: Finish the accurate, quick and robust segmentation and visualization of CT image sequence, initially realize the visualized cardiac aided diagnosis system based on GPUs. Conclusion: The study makes full use of the powerful parallel comouting capacity of computer graphics processing unit, solves the problems in medical image processing and segmentation, and improves the operating efficiency of the program and the user experience.
Keywords :
cardiology; computerised tomography; data visualisation; graphics processing units; image segmentation; image sequences; medical image processing; parallel architectures; CT image sequence; CUDA; GPU parallel data processing; cardiac aided diagnosis system; cardiac medical image accurate segmentation; cardiac medical image tridimensional visualization; cardiac struction segmentation; clinical experts diagnosis experience; graph cut algorithm model; medical image processing; Algorithm design and analysis; Casting; Computed tomography; Graphics processing unit; Image segmentation; Medical diagnostic imaging; CUDA; DSCT; cardiac; expert diagnosis system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on
Conference_Location :
Macau, Macao
Print_ISBN :
978-1-4577-1987-5
Type :
conf
DOI :
10.1109/iCBEB.2012.337
Filename :
6245262
Link To Document :
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