Removal of pectoral muscle based on topographic map and shape-shifting silhouette

B Mughal, N Muhammad, M Sharif, A Rehman, T Saba - BMC cancer, 2018 - Springer
Background In digital mammography, finding accurate breast profile segmentation of
women's mammogram is considered a challenging task. The existence of the pectoral …

A novel approach for removal of pectoral muscles in digital mammogram

S Sreedevi, E Sherly - Procedia Computer Science, 2015 - Elsevier
Removal of noise and pectoral muscles are the two important pre-processing steps in CAD
system for the diagnosis of breast cancer. This work combines Robust Outlyingness Ratio …

Computer-aided identification of the pectoral muscle in digitized mammograms

KS Camilus, VK Govindan, PS Sathidevi - Journal of digital imaging, 2010 - Springer
Mammograms are X-ray images of human breast which are normally used to detect breast
cancer. The presence of pectoral muscle in mammograms may disturb the detection of …

Automatic detection of pectoral muscle using average gradient and shape based feature

J Chakraborty, S Mukhopadhyay, V Singla… - Journal of digital …, 2012 - Springer
In medio-lateral oblique view of mammogram, pectoral muscle may sometimes affect the
detection of breast cancer due to their similar characteristics with abnormal tissues. As a …

Pectoral muscle identification in mammograms

KS Camilus, VK Govindan… - Journal of applied clinical …, 2011 - Wiley Online Library
In most of the approaches of computer‐aided detection of breast cancer, one of the
preprocessing steps applied to the mammogram is the removal/suppression of pectoral …

Automatic pectoral muscle boundary detection in mammograms based on Markov chain and active contour model

L Wang, M Zhu, L Deng, X Yuan - Journal of Zhejiang University SCIENCE …, 2010 - Springer
Automatic pectoral muscle removal on medio-lateral oblique (MLO) view of mammogram is
an essential step for many mammographic processing algorithms. However, it is still a very …

K2. Automatic pectoral muscle boundary detection in mammograms using eigenvectors segmentation

H Abdellatif, TE Taha, OF Zahran… - 2012 29th national …, 2012 - ieeexplore.ieee.org
Mammograms are X-ray images, which are used in breast cancer detection. Automatic
pectoral muscle removal on Medio-Lateral Oblique-view (MLO) of mammograms is an …

Pectoral muscle removal techniques: A review

H Boulehmi, H Mahersia… - 2022 19th International …, 2022 - ieeexplore.ieee.org
Breast lesions early detection is the only key to reduce breast cancer mortality rate and
increase recovering chances. Computer aided diagnosis (CAD) systems can assist …

Breast mass segmentation using mammographic data: a systematic review

H Singh, V Sharma, D Singh - Computer Methods in Biomechanics …, 2023 - Taylor & Francis
Breast cancer continues to be the most prevalent cancer infecting humans worldwide.
Timely detection can assist in the reduction of both mortality rates and treatment costs …

Pectoral Muscle Boundary detection-A preprocessing method for early breast cancer detection

R Lakshmanan, TP Shiji, V Thomas… - 2014 World …, 2014 - ieeexplore.ieee.org
Pectoral Muscle (PM), a significant region in Medio-Lateral Oblique (MLO) view of
mammogram may adversely affect anomaly detection due to its resemblance to abnormal …