Mammographic density—a review on the current understanding of its association with breast cancer
There has been considerable recent interest in the genetic, biological and epidemiological
basis of mammographic density (MD), and the search for causative links between MD and …
basis of mammographic density (MD), and the search for causative links between MD and …
Update on breast density, risk estimation, and supplemental screening
SV Destounis, A Santacroce… - American Journal of …, 2020 - Am Roentgen Ray Soc
OBJECTIVE. Dense breast tissue is an established risk factor for the development of breast
cancer. Methods for reliable and reproducible identification of breast density have been …
cancer. Methods for reliable and reproducible identification of breast density have been …
Three‐class mammogram classification based on descriptive CNN features
In this paper, a novel classification technique for large data set of mammograms using a
deep learning method is proposed. The proposed model targets a three‐class classification …
deep learning method is proposed. The proposed model targets a three‐class classification …
Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c‐means clustering and support vector machine …
Purpose: The amount of fibroglandular tissue content in the breast as estimated
mammographically, commonly referred to as breast percent density (PD%), is one of the …
mammographically, commonly referred to as breast percent density (PD%), is one of the …
Reduced base model construction methods for stochastic activity networks
WH Sanders, JF Meyer - IEEE Journal on Selected Areas in …, 1991 - ieeexplore.ieee.org
Reduced base model construction methods for stochastic activity networks are discussed.
The basic definitions concerning stochastic networks are reviewed and the types of …
The basic definitions concerning stochastic networks are reviewed and the types of …
PCA-PNN and PCA-SVM based CAD systems for breast density classification
Early prediction of breast density is clinically significant as there is an association between
the risk of breast cancer development and breast density. In the present work, the …
the risk of breast cancer development and breast density. In the present work, the …
A publicly available deep learning model and dataset for segmentation of breast, fibroglandular tissue, and vessels in breast MRI
Breast density, or the amount of fibroglandular tissue (FGT) relative to the overall breast
volume, increases the risk of developing breast cancer. Although previous studies have …
volume, increases the risk of developing breast cancer. Although previous studies have …
Qualitative versus quantitative mammographic breast density assessment: applications for the US and abroad
S Destounis, A Arieno, R Morgan, C Roberts, A Chan - Diagnostics, 2017 - mdpi.com
Mammographic breast density (MBD) has been proven to be an important risk factor for
breast cancer and an important determinant of mammographic screening performance. The …
breast cancer and an important determinant of mammographic screening performance. The …
Radiologist assessment of breast density by BI-RADS categories versus fully automated volumetric assessment
HM Gweon, JH Youk, JA Kim… - American Journal of …, 2013 - Am Roentgen Ray Soc
OBJECTIVE. The objective of our study was to estimate mammographic breast density using
a fully automated volumetric breast density measurement method in comparison with BI …
a fully automated volumetric breast density measurement method in comparison with BI …
Vision 20/20: Mammographic breast density and its clinical applications
Breast density is a strong predictor of the failure of mammography screening to detect breast
cancer and is a strong predictor of the risk of developing breast cancer. The many imaging …
cancer and is a strong predictor of the risk of developing breast cancer. The many imaging …