A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry
SD Tzikopoulos, ME Mavroforakis, HV Georgiou… - computer methods and …, 2011 - Elsevier
This paper presents a fully automated segmentation and classification scheme for
mammograms, based on breast density estimation and detection of asymmetry. First, image …
mammograms, based on breast density estimation and detection of asymmetry. First, image …
Automated assessment of breast tissue density in digital mammograms
TS Subashini, V Ramalingam, S Palanivel - Computer Vision and Image …, 2010 - Elsevier
Mammographic density is known to be an important indicator of breast cancer risk.
Classification of mammographic density based on statistical features has been investigated …
Classification of mammographic density based on statistical features has been investigated …
A novel breast tissue density classification methodology
It has been shown that the accuracy of mammographic abnormality detection methods is
strongly dependent on the breast tissue characteristics, where a dense breast drastically …
strongly dependent on the breast tissue characteristics, where a dense breast drastically …
[PDF][PDF] Classification of mammographic breast density using a combined classifier paradigm
K Bovis, S Singh - 4th international workshop on digital mammography, 2002 - Citeseer
In this paper we investigate a new approach to the classification of mammographic images
according to breast type. The classification of breast density in this study is motivated by its …
according to breast type. The classification of breast density in this study is motivated by its …
Automatic classification of breast tissue
A recent trend in digital mammography are CAD systems, which are computerized tools
designed to help radiologists. Most of these systems are used for the automatic detection of …
designed to help radiologists. Most of these systems are used for the automatic detection of …
A comparison of breast tissue classification techniques
It is widely accepted in the medical community that breast tissue density is an important risk
factor for the development of breast cancer. Thus, the development of reliable automatic …
factor for the development of breast cancer. Thus, the development of reliable automatic …
Automatic breast density segmentation: an integration of different approaches
MGJ Kallenberg, M Lokate, CH Van Gils… - Physics in Medicine …, 2011 - iopscience.iop.org
Mammographic breast density has been found to be a strong risk factor for breast cancer. In
most studies, it is assessed with a user-assisted threshold method, which is time consuming …
most studies, it is assessed with a user-assisted threshold method, which is time consuming …
Breast density segmentation using texture
S Petroudi, M Brady - International Workshop on Digital Mammography, 2006 - Springer
This paper describes an algorithm to segment mammo-graphic images into regions
corresponding to different densities. The breast parenchymal segmentation uses information …
corresponding to different densities. The breast parenchymal segmentation uses information …
Detection of masses in mammograms with adaption to breast density using genetic algorithm, phylogenetic trees, LBP and SVM
WB de Sampaio, AC Silva, AC de Paiva… - Expert Systems with …, 2015 - Elsevier
Breast cancer is the second commonest type of cancer in the world, and the commonest
among women, corresponding to 22% of the new cases every year. This work presents a …
among women, corresponding to 22% of the new cases every year. This work presents a …
[HTML][HTML] CFS–SMO based classification of breast density using multiple texture models
It is highly acknowledged in the medical profession that density of breast tissue is a major
cause for the growth of breast cancer. Increased breast density was found to be linked with …
cause for the growth of breast cancer. Increased breast density was found to be linked with …