DocumentCode :
2435476
Title :
An algorithm for coronary calcification diagnosis based on helical CT images
Author :
Ukai, Yuji ; Niki, Noboru ; Satoh, Hitoshi ; Watanabe, Shigeru ; Ohmatsu, Hironobu ; Eguchi, Kenji ; Mo, N.
Author_Institution :
Dept. of Inf. Sci., Tokushima Univ., Japan
Volume :
3
fYear :
1996
fDate :
25-29 Aug 1996
Firstpage :
543
Abstract :
We describe a computer assisted diagnosis algorithm of coronary calcifications based on helical X-ray CT images which are used at the mass screening process for lung cancer diagnosis. Our diagnostic algorithm consists of three processes: 1) we choose the CT slices including the heart region by recognition of the heart shape and the diaphragm, and we extract the heart region on each slice by the shape of the lung area and the body of vertebra; 2) the candidate regions of the coronary calcifications are detected by the difference calculus and thresholding process; and 3) to increase the effectiveness of the diagnostic processing, we cancel the artifacts included in the candidate regions by the diagnostic rules defined by us. We show here the result of our algorithm which is applied to helical CT images of 461 patients analyzed for lung cancer screening
Keywords :
computerised tomography; edge detection; feature extraction; image segmentation; lung; medical image processing; candidate region detection; computer assisted diagnosis; computerised tomography; coronary calcification diagnosis; feature extraction; heart shape; helical X-ray CT images; lung cancer diagnosis; medical image processing; thresholding process; Algorithm design and analysis; Calculus; Cancer; Computed tomography; Computer aided diagnosis; Heart; Image analysis; Lungs; Shape; X-ray imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
ISSN :
1051-4651
Print_ISBN :
0-8186-7282-X
Type :
conf
DOI :
10.1109/ICPR.1996.547006
Filename :
547006
Link To Document :
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