Breast density, as assessed by mammography, reflects breast tissue composition. Breast
epithelium and stroma attenuate x-rays more than fat and thus appear light on …

Mammographic density has been strongly associated with increased risk of breast cancer.
Furthermore, density is inversely correlated with the accuracy of mammography and …

Purpose: Breast density measurement has the potential to play an important role in
individualized breast cancer risk assessment and prevention decisions. Routine evaluation …

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 …

Purpose The purpose of this study was to develop a fully automated algorithm for
mammographic breast density estimation using deep learning. Method Our algorithm used a …

Breast density has been established as an independent risk factor associated with the
development of breast cancer. It is known that an increase of mammographic density is …

Breast cancer remains the most diagnosed cancer in women. Advances in medical imaging
modalities and technologies have greatly aided in the early detection of breast cancer and …

Background: Mammographic density has been found to be strongly associated with risk of
breast cancer. We have assessed a novel method of assessing breast tissue that is fully …

For women with dense breast tissue, who are at much higher risk for developing breast
cancer, the performance of mammography is at its worst. Consequently, many early cancers …

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 …