Universiti Teknologi Malaysia Institutional Repository

Preprocessing and pectoral muscle separation from breast mammograms

Talha, Muhammad and Sulong, Ghazali (2012) Preprocessing and pectoral muscle separation from breast mammograms. International Journal of the Physical Sciences, 7 (3). pp. 471-477. ISSN 1992-1950

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Official URL: https://academicjournals.org/journal/IJPS/article-...

Abstract

Computer aided diagnosis (CAD) systems can be used as a second opinion to the radiologists for diagnosis of breast cancer from mammogram images. In this paper, we have proposed preprocessing method to remove noise from mammogram images. Then, enhancement has been performed. After that, background has been removed. Finally, pectoral muscle separation has been performed. It has been noted that results are very much satisfactory. This can be used further to improve the accuracy of diagnosing breast mammogram. We have used MIAS data set for experimentation purpose.

Item Type:Article
Uncontrolled Keywords:mammogram, enhancement, pectoral muscle
Subjects:Q Science
Divisions:Computer Science and Information System (Formerly known)
ID Code:47413
Deposited By: Narimah Nawil
Deposited On:22 Jun 2015 13:56
Last Modified:31 Mar 2019 16:38

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