[PDF][PDF] Wavelet and symmetric stochastic neighbor embedding based computer aided analysis for breast cancer

SM Kumar, G Balakrishnan - Indian Journal …, 2016 - sciresol.s3.us-east-2.amazonaws …
Mammography is the most perceptive method for the detection of early breast cancer. The
abnormalities of breast are analyzed by digital mammogram images and the most important …

[PDF][PDF] Statistical Features Based Classification of Micro calcification in Digital Mammogram using Stochastic Neighbour Embedding

SM Kumar, G Balakrishnan - International Journal of Advanced …, 2012 - ijaist.com
In this paper, the classification of microcalcification in digital mammogram based on
statistical features and Stochastic Neighbor Embedding (SNE) technique is proposed. The …

Method and algorithm for mass segmentation in mammograms based on the minimisation of energy and active contour model

K El Fahssi, A Abenaou… - 2014 8th …, 2014 - ieeexplore.ieee.org
Breast mass segmentation in mammography plays a crucial role in Computer-Aided
Diagnosis (CAD) systems. We propose in this article a method for the segmentation of …

[PDF][PDF] Classification of Microcalcification in Digital Mammogram using Stochastic Neighbor Embedding and KNN Classifier

SM Kumar, G Balakrishnan - International Conference on …, 2013 - researchgate.net
Breast cancer has become a common health problem in developed and developing
countries during the last decades and also the leading cause of mortality in women each …

[PDF][PDF] Classification of Breast Microcalcification-CAD System and Performance Evaluation Using SSNE

S Mohan Kumar, G Balakrishnan - International Journal, 2015 - researchgate.net
Mammogram is measured the most consistent method for early detection of breast cancer.
Computer-aided diagnosis system is also able to support radiologist to detect abnormalities …

Breast cancer diagnosis system based on wavelet analysis and neural networks

K Taifi, S Safi, M Fakir, A Elbalaoui - International Journal of …, 2014 - igi-global.com
The high incidence of breast cancer has increased significantly in the recent years. The most
familiar breast tumors types are mass and microcalcifications (Mcs). Mammogram is …

[PDF][PDF] Classification of Breast Mass classification-CAD System with Performance Evaluation

SM Kumar, G Balakrishnan - International Journal of Engineering …, 2015 - researchgate.net
Mammogram is measured the most consistent method for early detection of breast cancer.
Computer-aided diagnosis system is also able to support radiologist to detect abnormalities …

Mass segmentation in mammograms for computer-aided diagnosis of breast cancer

H Ismahan, F Amel, B Abdelhafid - 2015 3rd International …, 2015 - ieeexplore.ieee.org
The appearance of masses in in X-ray mammograms is one of the early signs of women
breast cancer. Currently, mammography is the single most effective and reliable technique …