Methods for Clustered Microcalcifications Detection in Digital Mammograms
This theis presents the comparison of three automated methods for an early detection of breast cancer that used to detect clusters of microcalcifications (MCCs), which are associated with a high probability of malignancy. The proposed methods are based on several image processing concepts, such as m...
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| Format: | Thesis |
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2005
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| Online Access: | http://shdl.mmu.edu.my/139/ |
| _version_ | 1848789429305475072 |
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| author | Wan Mimi Diyana Wan Zaki, |
| author_facet | Wan Mimi Diyana Wan Zaki, |
| author_sort | Wan Mimi Diyana Wan Zaki, |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | This theis presents the comparison of three automated methods for an early detection of breast cancer that used to detect clusters of microcalcifications (MCCs), which are associated with a high probability of malignancy. The proposed methods are based on several image processing concepts, such as morphological approach, fractal analysis, adaptive wavelet transform, local maxima detection and high -order statistics (HOS) tests. |
| first_indexed | 2025-11-14T17:56:35Z |
| format | Thesis |
| id | mmu-139 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T17:56:35Z |
| publishDate | 2005 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-1392010-02-23T08:34:07Z http://shdl.mmu.edu.my/139/ Methods for Clustered Microcalcifications Detection in Digital Mammograms Wan Mimi Diyana Wan Zaki, RG491 Diseases of the Breast This theis presents the comparison of three automated methods for an early detection of breast cancer that used to detect clusters of microcalcifications (MCCs), which are associated with a high probability of malignancy. The proposed methods are based on several image processing concepts, such as morphological approach, fractal analysis, adaptive wavelet transform, local maxima detection and high -order statistics (HOS) tests. 2005 Thesis NonPeerReviewed Wan Mimi Diyana Wan Zaki, (2005) Methods for Clustered Microcalcifications Detection in Digital Mammograms. Masters thesis, Multimedia University. http://vlib.mmu.edu.my/diglib/login/dlusr/login.php |
| spellingShingle | RG491 Diseases of the Breast Wan Mimi Diyana Wan Zaki, Methods for Clustered Microcalcifications Detection in Digital Mammograms |
| title | Methods for Clustered Microcalcifications Detection in Digital Mammograms |
| title_full | Methods for Clustered Microcalcifications Detection in Digital Mammograms |
| title_fullStr | Methods for Clustered Microcalcifications Detection in Digital Mammograms |
| title_full_unstemmed | Methods for Clustered Microcalcifications Detection in Digital Mammograms |
| title_short | Methods for Clustered Microcalcifications Detection in Digital Mammograms |
| title_sort | methods for clustered microcalcifications detection in digital mammograms |
| topic | RG491 Diseases of the Breast |
| url | http://shdl.mmu.edu.my/139/ http://shdl.mmu.edu.my/139/ |