A MRI-based breast density measure which is directly comparable to mammographic density

J Ding, AT Stopeck, Y Gao, MT Marron, BC Wertheim… - archive.ismrm.org
High breast density is an independent risk factor for breast cancer. Mammography, the most
widely used method for breast density determination, is limited by ionizing radiation …

Reproducible automated breast density measure with no ionizing radiation using fat‐water decomposition MRI

J Ding, AT Stopeck, Y Gao, MT Marron… - Journal of Magnetic …, 2018 - Wiley Online Library
Background Increased breast density is a significant independent risk factor for breast
cancer, and recent studies show that this risk is modifiable. Hence, breast density measures …

The associations between breast density and the radiomic features derived from T1-weighted MRI

J Ding, K Spuhler, MS Sosa, A Stopeck, P Thompson… - archive.ismrm.org
Breast density (BD) has been recognized as a biomarker of breast cancer risk. We
previously developed a highly reproducible MRI-based BD measurement (MRD), that is …

Cross-Field Strength and Cross-Vendor Reliability of Quantitative MR-based Breast Density (MagDensity)

R Cattell, S Chen, J Ding, C Huang - archive.ismrm.org
Quantitative measurement of breast density is important for personalized risk assessment
and frequent, longitudinal monitoring of breast density modifying drugs. Current standard of …

[HTML][HTML] Imaging breast density: established and emerging modalities

JH Chen, G Gulsen, MY Su - Translational oncology, 2015 - Elsevier
Mammographic density has been proven as an independent risk factor for breast cancer.
Women with dense breast tissue visible on a mammogram have a much higher cancer risk …

Accurate and reliable fat-water MRI breast density measurements

J Ding, PA Thompson, Y Gao, MT Marron… - ISMRM 25th Annual …, 2017 - archive.ismrm.org
Breast density (BD) is a risk factor for breast cancer, which makes the accurate
measurement of BD a priority. Mammography is most widely used for BD determination (MG …

Automated breast segmentation with high reproducibility of MR-based breast density measurement

J Ding, A Anilkumar, PA Thompson, MI Altbach… - archive.ismrm.org
Breast density (BD) is a significant risk factor for breast cancer and serves as a biomarker of
risk in clinical trials. Breast segmentation is the first and an important step for accurate and …

The test-retest reliability of fat-water ratio MRI derived breast density measurements and automated breast segmentation

J Ding, PA Thompson, MT Marron… - ISMRM 24th Annual …, 2016 - archive.ismrm.org
It has been shown that breast density (BD) value derived from fat-water-ratio MRI (FWR-MRI)
strongly correlates with standard digital mammogram derived BD. The fact that no ionizing …

Assessing breast density using the standardized proton density fat fraction based on chemical shift encoding-based water-fat separation

T Borde, M Wu, S Ruschke, C Böhm… - Proc. Intl. Soc. Mag …, 2021 - archive.ismrm.org
Breast density is confirmed as a strong, independent risk factor of breast cancer which is
why there is a clinical need for a robust, reader-independent, non-ionizing, quantitative …

Magnetic resonance imaging for secondary assessment of breast density in a high-risk cohort

C Klifa, J Carballido-Gamio, L Wilmes, A Laprie… - Magnetic resonance …, 2010 - Elsevier
A quantitative measure of three-dimensional breast density derived from noncontrast
magnetic resonance imaging (MRI) was investigated in 35 women at high-risk for breast …