DocumentCode :
1692814
Title :
A method to contrast enhancement of digital dense breast images aimed to detect clustered microcalcifications
Author :
Nunes, Fátima L S ; Schiabel, Homero ; Benatti, Rodrigo H. ; Stamato, Ricardo C. ; Escarpinati, Maurício C. ; Góes, Claudio E.
Author_Institution :
Departamento de Fisica a Informatica, Univ. de Sao Paulo, Sao Carlos, Brazil
Volume :
1
fYear :
2001
fDate :
6/23/1905 12:00:00 AM
Firstpage :
305
Abstract :
Computer-aided diagnosis (CAD) schemes have been developed in many research centers to help the early detection of breast cancer. However, dense breast images are a challenge to CAD schemes due to the low contrast between structures of interest (such as microcalcifications-small size structures-which usually are associated to several breast tumors) and the background. This work describes a method to eliminate the background of a digitized mammogram image as well as two specific techniques to enhance the contrast in dense breast digital images as part of a CAD scheme under development in our group. The results indicate that these techniques can improve the performance of the scheme, and, thus, it can help in the early detection of breast cancer
Keywords :
cancer; image enhancement; mammography; medical image processing; object detection; tumours; X-ray systems; breast cancer; breast tumors; clustered microcalcifications; computer-aided diagnosis; contrast enhancement; dense images; digital images; digitized mammogram image; Breast cancer; Breast tumors; Cancer detection; Computer aided diagnosis; Digital images; Humans; Image segmentation; Inspection; Visualization; X-ray imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
Type :
conf
DOI :
10.1109/ICIP.2001.959014
Filename :
959014
Link To Document :
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