Usefulness of Texture Analysis for Computerized Classification of Breast Lesions on Mammograms
نویسندگان
چکیده
منابع مشابه
Fusion of Two-View Information: SVD Based Modeling for Computerized Classification of Breast Lesions on Mammograms
Over the past few years, the cancer has been one of the most responsible for the high number of deaths, and could become one of the main responsible for most deaths in the next decades. According to the World Health Organization, the number of deaths due to cancer, which was just 13% in 2008, is currently having a significant increase and one estimates that this number could reach approximately...
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We investigated the feasibility of using texture features extracted from mammograms to predict whether the presence of microcalcifications is associated with malignant or benign pathology. Eighty-six mammograms from 54 cases (26 benign and 28 malignant) were used as case samples. All lesions had been recommended for surgical biopsy by specialists in breast imaging. A region of interest (ROI) co...
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Breast cancer is one of the most dangerous, leading and widespread cancers in the world especially in women. For breast analysis, digital mammography is the most suitable tool used to take mammograms for detection of cancer. It has been proved in the literature that if it can be detected at early and initial stages, then there are many chances to cure timely and efficiently. Therefore, initial ...
متن کاملTexture Analysis of Mammograms
Breast cancer is the most common form of cancer of women. According to statistics, one out of every eight women will develop breast cancer in her lifetime. Thanks to recent advances in medicine, there are more and more effective methods in the treatment of breast cancer. Since the cause of breast cancer is unknown, early detection is very important. If detected early, the fiveyear survival rate...
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ژورنال
عنوان ژورنال: Journal of Digital Imaging
سال: 2006
ISSN: 0897-1889,1618-727X
DOI: 10.1007/s10278-006-9945-8