Breast Cancer Diagnosis in Mammograms Using Multilevel Wavelet Analysis
A computer aided diagnosis system based on multiresolution analysis using the wavelet functions for interpreting digital mammograms is introduced and tested. The goal is to increase the diagnostic accuracy as well as the reproducibility of mammographic interpretation. This system is based on ext...
| Main Authors: | , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2010
|
| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/2716/ http://scholars.utp.edu.my/id/eprint/2716/1/BreastCancerDiagnosisMammograms.zip |
| _version_ | 1848659291697840128 |
|---|---|
| author | Brahim Belhaouari, samir ibrahima, faye mohamed, eltoukhy |
| author_facet | Brahim Belhaouari, samir ibrahima, faye mohamed, eltoukhy |
| author_sort | Brahim Belhaouari, samir |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | A computer aided diagnosis system based on multiresolution
analysis using the wavelet functions for interpreting
digital mammograms is introduced and tested. The goal is to
increase the diagnostic accuracy as well as the reproducibility of
mammographic interpretation. This system is based on extracting
an amount of the biggest coefficients in each level of a multilevel
decomposition. A set of images from MIAS (Mammographic
Image Analysis Society) database is used in evaluating the system. |
| first_indexed | 2025-11-13T07:28:06Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:2716 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:28:06Z |
| publishDate | 2010 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:27162014-04-01T06:16:57Z http://scholars.utp.edu.my/id/eprint/2716/ Breast Cancer Diagnosis in Mammograms Using Multilevel Wavelet Analysis Brahim Belhaouari, samir ibrahima, faye mohamed, eltoukhy TK Electrical engineering. Electronics Nuclear engineering A computer aided diagnosis system based on multiresolution analysis using the wavelet functions for interpreting digital mammograms is introduced and tested. The goal is to increase the diagnostic accuracy as well as the reproducibility of mammographic interpretation. This system is based on extracting an amount of the biggest coefficients in each level of a multilevel decomposition. A set of images from MIAS (Mammographic Image Analysis Society) database is used in evaluating the system. 2010 Conference or Workshop Item PeerReviewed application/zip en http://scholars.utp.edu.my/id/eprint/2716/1/BreastCancerDiagnosisMammograms.zip Brahim Belhaouari, samir and ibrahima, faye and mohamed, eltoukhy (2010) Breast Cancer Diagnosis in Mammograms Using Multilevel Wavelet Analysis. In: NPC2009. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Brahim Belhaouari, samir ibrahima, faye mohamed, eltoukhy Breast Cancer Diagnosis in Mammograms Using Multilevel Wavelet Analysis |
| title | Breast Cancer Diagnosis in Mammograms
Using Multilevel Wavelet Analysis |
| title_full | Breast Cancer Diagnosis in Mammograms
Using Multilevel Wavelet Analysis |
| title_fullStr | Breast Cancer Diagnosis in Mammograms
Using Multilevel Wavelet Analysis |
| title_full_unstemmed | Breast Cancer Diagnosis in Mammograms
Using Multilevel Wavelet Analysis |
| title_short | Breast Cancer Diagnosis in Mammograms
Using Multilevel Wavelet Analysis |
| title_sort | breast cancer diagnosis in mammograms
using multilevel wavelet analysis |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/2716/ http://scholars.utp.edu.my/id/eprint/2716/1/BreastCancerDiagnosisMammograms.zip |