DocumentCode
406607
Title
Faster image dendrogram creation: an efficient algorithm for the detection of tumours in digital mammography
Author
Mitchell, R.A. ; Nguyen, H.T. ; Thorton, B.S. ; Hung, W.T. ; Lee, W. ; Rickard, M.
Author_Institution
Key Univ. Res. Centre for Health Technol., Univ. of Technol., Sydney, NSW, Australia
Volume
1
fYear
2003
fDate
17-21 Sept. 2003
Firstpage
714
Abstract
Dendronic image analysis has been shown to provide a robust technique in the detection of tumours within digital mammograms. It provides the capability of fully automated image analysis through hierarchical segmentation. However, its general acceptance in image analysis has not been realised due to computational intensity in creating the image dendrogram. We have developed an efficient technique that can create image dendrograms a great deal faster than traditional repetitive segmentation algorithms, making dendronic analysis of digital mammograms a viable tool in the detection of breast cancer.
Keywords
cancer; diagnostic radiography; image segmentation; mammography; medical image processing; tumours; automated image analysis; breast cancer; dendronic analysis; digital mammography; hierarchical segmentation; image dendrogram creation; tumour detection; Australia; Breast cancer; Cancer detection; Image analysis; Image segmentation; Lesions; Mammography; Pathology; Robustness; Tumors;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7789-3
Type
conf
DOI
10.1109/IEMBS.2003.1279863
Filename
1279863
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