DocumentCode :
3448388
Title :
Research and Implementation of A Computer-aided Diagnosis Algorithm Platform
Author :
Jia Tong ; Zhao Da-zhe ; Li Wei
Author_Institution :
Northeastern Univ., Shenyang
fYear :
2007
fDate :
23-25 May 2007
Firstpage :
2135
Lastpage :
2139
Abstract :
The accuracy of medical imaging equipment examination depends on the quality of both the image acquisition and computer-aided diagnosis. Therefore the development of computer-aided diagnosis system has become the most important factor of the development of medical imaging equipment. The paper introduces a computer-aided diagnosis algorithm platform (CADAP), which includes medical image 3D visualization, image enhancement, image segmentation, region of interest detection, feature extract and classification algorithm, and it can increase researcher´s productivity and efficiency to develop more CAD system. Through integrating workflow into algorithm platform, the algorithm platform whose process can be defined and reengineered by its user easily is developed based on component and multi architecture.
Keywords :
CAD; biology computing; feature extraction; image enhancement; image segmentation; medical image processing; CAD system; computer-aided diagnosis algorithm platform; feature classification; feature extract; image acquisition; image enhancement; image segmentation; medical image 3D visualization; medical imaging equipment; Biomedical imaging; Classification algorithms; Computer aided diagnosis; Computer vision; Feature extraction; Image enhancement; Image segmentation; Medical diagnostic imaging; Productivity; Visualization; Algorithm platform; CAD; Component; Medical image; Workflow;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics and Applications, 2007. ICIEA 2007. 2nd IEEE Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0737-8
Electronic_ISBN :
978-1-4244-0737-8
Type :
conf
DOI :
10.1109/ICIEA.2007.4318787
Filename :
4318787
Link To Document :
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