Vol 47, No 3 (2009)
Original paper
Published online: 2010-02-19

open access

Page views 2049
Article views/downloads 1887
Get Citation

Connect on Social Media

Connect on Social Media

Computer aided system for segmentation and visualization of microcalcifications in digital mammograms.

Branimir Reljin, Zorica Milosević, Tomislav Stojić, Irini Reljin
DOI: 10.2478/v10042-009-0076-1
Folia Histochem Cytobiol 2009;47(3):525-532.

Abstract

Two methods for segmentation and visualization of microcalcifications in digital or digitized mammograms are described. First method is based on modern mathematical morphology, while the second one uses the multifractal approach. In the first method, by using an appropriate combination of some morphological operations, high local contrast enhancement, followed by significant suppression of background tissue, irrespective of its radiology density, is obtained. By iterative procedure, this method highly emphasizes only small bright details, possible microcalcifications. In a multifractal approach, from initial mammogram image, a corresponding multifractal "images" are created, from which a radiologist has a freedom to change the level of segmentation. An appropriate user friendly computer aided visualization (CAV) system with embedded two methods is realized. The interactive approach enables the physician to control the level and the quality of segmentation. Suggested methods were tested through mammograms from MIAS database as a gold standard, and from clinical praxis, using digitized films and digital images from full field digital mammograph.

Article available in PDF format

View PDF Download PDF file