Preprocessing and pectoral muscle separation from breast mammograms
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 ha...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Published: |
Academic Journals
2012
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/47413/ https://academicjournals.org/journal/IJPS/article-abstract/FE1EBBE15053http://dx.doi.org/10.5897/IJPS11.1339 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Universiti Teknologi Malaysia |
| id |
my.utm.47413 |
|---|---|
| record_format |
eprints |
| spelling |
my.utm.474132019-03-31T08:38:31Z http://eprints.utm.my/id/eprint/47413/ Preprocessing and pectoral muscle separation from breast mammograms Talha, Muhammad Sulong, Ghazali Q Science 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. Academic Journals 2012-01 Article PeerReviewed 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 https://academicjournals.org/journal/IJPS/article-abstract/FE1EBBE15053http://dx.doi.org/10.5897/IJPS11.1339 |
| institution |
Universiti Teknologi Malaysia |
| building |
UTM Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Teknologi Malaysia |
| content_source |
UTM Institutional Repository |
| url_provider |
http://eprints.utm.my/ |
| topic |
Q Science |
| spellingShingle |
Q Science Talha, Muhammad Sulong, Ghazali Preprocessing and pectoral muscle separation from breast mammograms |
| description |
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. |
| format |
Article |
| author |
Talha, Muhammad Sulong, Ghazali |
| author_facet |
Talha, Muhammad Sulong, Ghazali |
| author_sort |
Talha, Muhammad |
| title |
Preprocessing and pectoral muscle separation from breast mammograms |
| title_short |
Preprocessing and pectoral muscle separation from breast mammograms |
| title_full |
Preprocessing and pectoral muscle separation from breast mammograms |
| title_fullStr |
Preprocessing and pectoral muscle separation from breast mammograms |
| title_full_unstemmed |
Preprocessing and pectoral muscle separation from breast mammograms |
| title_sort |
preprocessing and pectoral muscle separation from breast mammograms |
| publisher |
Academic Journals |
| publishDate |
2012 |
| url |
http://eprints.utm.my/id/eprint/47413/ https://academicjournals.org/journal/IJPS/article-abstract/FE1EBBE15053http://dx.doi.org/10.5897/IJPS11.1339 |
| _version_ |
1643652310550708224 |