Breast Segmentation with Pectoral Muscle Suppression on Digital Mammograms
نویسندگان
چکیده
Previous works on breast tissue identification and abnormalities detection notice that the feature extraction process is affected if the region processed is not well focused. Thereby, it is important to split the mammogram into interesting regions to achieve optimal breast parenchyma measurements, breast registration or to put into focus a technique when we search for abnormalities. In this paper, we review most of the relevant work that has been presented from 80’s to nowadays. Secondly, an automated technique for segmenting a digital mammogram into breast region and background, with pectoral muscle suppression is presented.
منابع مشابه
Robust automatic breast and pectoral muscle segmentation from scanned mammograms
Breast skin–air interface and pectoral muscle segmentation are usually first steps in all CAD applications on scanned as well as digital mammograms. Breast skin–air interface segmentation is much more difficult task when performed on scanned mammograms than on digital mammograms. In case of pectoral muscle segmentation, segmentation difficulty of analog and digital mammograms is usually similar...
متن کاملNational Institute of Technology Calicut Department of Computer
Breast cancer is the most common form of cancer among women in many regions of India. One out of every 22 women is diagnosed with breast cancer. Mammography acts as an early detection tool for breast cancer and can detect tumors up to two years before it can be felt. Numerous studies have shown that the early detection saves lives and increases treatment options. Mammography is one of the X-ray...
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Breast region segmentation is an essential prerequisite in computerized analysis of mammograms. It aims at separating the breast tissue from the background of the mammogram and it includes two independent segmentations. The first segments the background region which usually contains annotations, labels and frames from the whole breast region, while the second removes the pectoral muscle portion...
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Currently Mammography is a most effective imaging modality used by radiologists for the screening of breast cancer. Finding an accurate, robust and efficient breast region segmentation technique still remains a challenging problem in digital mammography. Extraction of the breast profile region and the removal of pectoral muscle are essential pre-processing steps in Computer Aided Diagnosis (CAD...
متن کاملAutomatic Mammogram image Breast Region Extraction and Removal of Pectoral Muscle
Currently Mammography is a most effective imaging modality used by radiologists for the screening of breast cancer. Finding an accurate, robust and efficient breast region segmentation technique still remains a challenging problem in digital mammography. Extraction of the breast profile region and the removal of pectoral muscle are essential pre-processing steps in Computer Aided Diagnosis (CAD...
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تاریخ انتشار 2005