Mammographic breast density: impact on breast cancer risk and implications for screening
PE Freer - Radiographics, 2015 - pubs.rsna.org
Mammographic breast density is rapidly becoming a hot topic in both the medical literature
and the lay press. In the United States, recent legislative changes in 19 states now require …
and the lay press. In the United States, recent legislative changes in 19 states now require …
Risk-based breast cancer screening: implications of breast density
CI Lee, LE Chen, JG Elmore - Medical Clinics, 2017 - medical.theclinics.com
With the recently revised recommendations for routine mammography screening from both
the US Preventive Services Task Force (USPSTF) and the American Cancer Society (ACS) …
the US Preventive Services Task Force (USPSTF) and the American Cancer Society (ACS) …
A deep learning method for classifying mammographic breast density categories
AA Mohamed, WA Berg, H Peng, Y Luo… - Medical …, 2018 - Wiley Online Library
Purpose Mammographic breast density is an established risk marker for breast cancer and
is visually assessed by radiologists in routine mammogram image reading, using four …
is visually assessed by radiologists in routine mammogram image reading, using four …
Comparison of clinical and automated breast density measurements: implications for risk prediction and supplemental screening
KR Brandt, CG Scott, L Ma, AP Mahmoudzadeh… - Radiology, 2016 - pubs.rsna.org
Purpose To compare the classification of breast density with two automated methods,
Volpara (version 1.5. 0; Matakina Technology, Wellington, New Zealand) and Quantra …
Volpara (version 1.5. 0; Matakina Technology, Wellington, New Zealand) and Quantra …
Fully automated breast density segmentation and classification using deep learning
Breast density estimation with visual evaluation is still challenging due to low contrast and
significant fluctuations in the mammograms' fatty tissue background. The primary key to …
significant fluctuations in the mammograms' fatty tissue background. The primary key to …
Deep learning modeling using normal mammograms for predicting breast cancer risk
D Arefan, AA Mohamed, WA Berg, ML Zuley… - Medical …, 2020 - Wiley Online Library
Purpose To investigate two deep learning‐based modeling schemes for predicting short‐
term risk of developing breast cancer using prior normal screening digital mammograms in a …
term risk of developing breast cancer using prior normal screening digital mammograms in a …
A comparison of five methods of measuring mammographic density: a case-control study
Background High mammographic density is associated with both risk of cancers being
missed at mammography, and increased risk of developing breast cancer. Stratification of …
missed at mammography, and increased risk of developing breast cancer. Stratification of …
Digital mammographic density and breast cancer risk: a case–control study of six alternative density assessment methods
Introduction Mammographic density is a strong breast cancer risk factor and a major
determinant of screening sensitivity. However, there is currently no validated estimation …
determinant of screening sensitivity. However, there is currently no validated estimation …
Volumetric breast density estimation from full-field digital mammograms: a validation study
Objectives To objectively evaluate automatic volumetric breast density assessment in Full-
Field Digital Mammograms (FFDM) using measurements obtained from breast Magnetic …
Field Digital Mammograms (FFDM) using measurements obtained from breast Magnetic …
Breast density and breast cancer risk: a practical review
AT Wang, CM Vachon, KR Brandt, K Ghosh - Mayo Clinic Proceedings, 2014 - Elsevier
New legislation in several states requiring breast density notification in all mammogram
reports has increased awareness of breast density. Estimates indicate that up to 50% of …
reports has increased awareness of breast density. Estimates indicate that up to 50% of …