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Breast mass segmentation in mammographic images by an effective region growing algorithm

Authors :
R. Lojacono
Emanuele Colini
Marcello Salmeri
Arianna Mencattini
G Rabottino
Source :
Advanced Concepts for Intelligent Vision Systems ISBN: 9783540884576, ACIVS
Publication Year :
2008

Abstract

Breast cancer is the most common cause of death among women and the most effective method for its diagnosis is mammography. However, this kind of analysis is very difficult to interpret and for this reason radiologists miss 20-30% of tumors. We propose a module for the segmentation of masses that can be implemented in a complete CADx (Computer Aided Diagnosis) system. In particular, we implement a new version of the region growing algorithm specific for this kind of images and for the constraints on computation time of this application.

Details

Language :
English
ISBN :
978-3-540-88457-6
ISBNs :
9783540884576
Database :
OpenAIRE
Journal :
Advanced Concepts for Intelligent Vision Systems ISBN: 9783540884576, ACIVS
Accession number :
edsair.doi.dedup.....248ff1542628020f3eebabae419ae3ac