scholarly journals A Hybrid Image Filtering Method for Computer-Aided Detection of Microcalcification Clusters in Mammograms

2013 ◽  
Vol 2013 ◽  
pp. 1-8 ◽  
Author(s):  
Xiaoyong Zhang ◽  
Noriyasu Homma ◽  
Shotaro Goto ◽  
Yosuke Kawasumi ◽  
Tadashi Ishibashi ◽  
...  

The presence of microcalcification clusters (MCs) in mammogram is a major indicator of breast cancer. Detection of an MC is one of the key issues for breast cancer control. In this paper, we present a highly accurate method based on a morphological image processing and wavelet transform technique to detect the MCs in mammograms. The microcalcifications are firstly enhanced by using multistructure elements morphological processing. Then, the candidates of microcalcifications are refined by a multilevel wavelet reconstruction approach. Finally, MCs are detected based on their distributions feature. Experiments are performed on 138 clinical mammograms. The proposed method is capable of detecting 92.9% of true microcalcification clusters with an average of 0.08 false microcalcification clusters detected per image.

Cancer ◽  
2020 ◽  
Vol 126 (S10) ◽  
pp. 2394-2404 ◽  
Author(s):  
Anne F. Rositch ◽  
Karla Unger‐Saldaña ◽  
Rebecca J. DeBoer ◽  
Anne Ng’ang’a ◽  
Bryan J. Weiner

Author(s):  
Omolola Salako ◽  
Alero Annrobert ◽  
Kehinde Sharafadeen Okunade ◽  
Adeola Olatunji ◽  
Adeola Fakolade ◽  
...  

2020 ◽  
Vol 17 (6) ◽  
pp. 341-348 ◽  
Author(s):  
Ann Byrne ◽  
Peter Savas ◽  
Sneha Sant ◽  
Ran Li ◽  
Balaji Virassamy ◽  
...  

2019 ◽  
pp. 1-7 ◽  
Author(s):  
Anna Cabanes ◽  
Sharon Kapambwe ◽  
Susan Citonje-Msadabwe ◽  
Groesbeck P. Parham ◽  
Kennedy Lishimpi ◽  
...  

In 2016, the Zambian government made cancer control a national priority and released a National Cancer Control Strategic Plan for 2016 to 2021, which focuses on malignancies of the breast, cervix, and prostate, and retinoblastoma. The plan calls for a collective reduction in the cancer burden by 50%. In support of this vision, Susan G. Komen sponsored a consultative meeting in Lusaka, Zambia, in September 2017 to bring together the country’s main breast cancer stakeholders and identify opportunities to improve breast cancer control. The recommendations generated during the discussions are presented. There was general agreement that the first step toward breast cancer mortality reduction should consist of implementation of early detection service platforms focused on women who are symptomatic. Participants also agreed that the management of all components of the national breast cancer control program should be integrated and led by the Ministry of Health. As much as possible, early detection and treatment services presently offered by the Cervical Cancer Prevention Program of Zambia and Cancer Diseases Hospital should be leveraged. Efforts are under way through multiple stakeholders to implement the following recommendations: development of national guidelines for the early diagnosis of breast cancer, training of breast surgeons, implementation of early detection and surgical treatment service platforms at the district-hospital level, and epidemiologic research, including the improvement of electronic recording mechanisms.


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