Automatic breast region extraction from digital mammograms for PACS and telemammography applications

被引:26
作者
Lou, SL [1 ]
Lin, HD [1 ]
Lin, KP [1 ]
Hoogstrate, D [1 ]
机构
[1] Univ Calif San Francisco, Dept Radiol, Lab Radiol Informat, San Francisco, CA 94143 USA
关键词
digital mammography; breast-region extraction; telemammography; picture archiving and communication system; image compression; mammogram segmentation;
D O I
10.1016/S0895-6111(00)00009-4
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
High spatial resolution results in very large digital mammogram file sizes. For telemammography, and picture archiving and communication systems, the large file issue introduces technical difficulties in image transmission, storage, and display. We propose extracting the breast region from the mammogram to reduce the image fire size. The challenge is on how to faithfully extract breast regions from digital mammograms generated from different types of acquisition systems that contain various imaged compositions. We report an algorithm to automatically identify the orientation of breast region and extract the breast region from mammograms. Breast regions extracted from full-field digital mammograms reduce file sizes by three to five folds. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:205 / 220
页数:16
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