Quantitative Volumetric K-Means Cluster Segmentation of Fibroglandular Tissue and Skin in Breast MRI

Using deep learning to segment breast and fibroglandular tissue in MRI volumes

(2017) Mehmet Ufuk Dalmış et al.   MEDICAL PHYSICS

Accuracy of fully automated, quantitative, volumetric measurement of the amount of fibroglandular breast tissue using MRI: correlation with anthropomorphic breast phantoms

(2017) Georg J. Wengert et al.   NMR IN BIOMEDICINE

Agreement between Breast Percentage Density Estimations from Standard-Dose versus Synthetic Digital Mammograms: Results from a Large Screening Cohort Using Automated Measures

(2017) Emily F. Conant et al.   RADIOLOGY

Inter- and intra-observer agreement of BI-RADS-based subjective visual estimation of amount of fibroglandular breast tissue with magnetic resonance imaging: comparison to automated quantitative assessment

(2016) G. J. Wengert et al.   EUROPEAN RADIOLOGY

Incidentally detected enhancing lesions found in breast MRI: analysis of apparent diffusion coefficient and T2 signal intensity significantly improves specificity

(2016) Otso Arponen et al.   EUROPEAN RADIOLOGY

Fully Automated Quantitative Estimation of Volumetric Breast Density from Digital Breast Tomosynthesis Images: Preliminary Results and Comparison with Digital Mammography and MR Imaging

(2016) Said Pertuz et al.   RADIOLOGY

Quantitative 3D breast magnetic resonance imaging fibroglandular tissue analysis and correlation with qualitative assessments: a feasibility study

(2016) Richard Ha et al.   QUANTITATIVE IMAGING IN MEDICINE AND SURGERY

Automated breast-region segmentation in the axial breast MR images

(2015) Jana Milenković et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Very low mammographic breast density predicts poorer outcome in patients with invasive breast cancer

(2015) Amro Masarwah et al.   EUROPEAN RADIOLOGY

Imaging Breast Density: Established and Emerging Modalities

(2015) Jeon-Hor Chen et al.   Translational Oncology

Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework

(2015) Albert Gubern-Merida et al.   IEEE Journal of Biomedical and Health Informatics

Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting

(2015) Daniëlle van der Waal et al.   PLoS One

Automated Percentage of Breast Density Measurements for Full-field Digital Mammography Applications

(2014) Erin E.E. Fowler et al.   ACADEMIC RADIOLOGY

Comparative estimation of percentage breast tissue density for digital mammography, digital breast tomosynthesis, and magnetic resonance imaging

(2013) Alberto Tagliafico et al.   BREAST CANCER RESEARCH AND TREATMENT

Agreement of Mammographic Measures of Volumetric Breast Density to MRI

(2013) Jeff Wang et al.   PLoS One

A first evaluation of breast radiological density assessment by QUANTRA software as compared to visual classification

(2012) Stefano Ciatto et al.   BREAST

Breast tomosynthesis: Accuracy of tumor measurement compared with digital mammography and ultrasonography

(2010) Daniel Förnvik et al.   ACTA RADIOLOGICA

Magnetic resonance imaging of the breast: Recommendations from the EUSOMA working group

(2010) Francesco Sardanelli et al.   EUROPEAN JOURNAL OF CANCER

Comparative study of density analysis using automated whole breast ultrasound and MRI

(2010) Woo Kyung Moon et al.   MEDICAL PHYSICS

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

(2009) Catherine Klifa et al.   MAGNETIC RESONANCE IMAGING

Impact of skin removal on quantitative measurement of breast density using MRI

(2009) Ke Nie et al.   MEDICAL PHYSICS

Mammographic density estimation: Comparison among BI-RADS categories, a semi-automated software and a fully automated one

(2008) Alberto Tagliafico et al.   BREAST

Development of a quantitative method for analysis of breast density based on three-dimensional breast MRI

(2008) Ke Nie et al.   MEDICAL PHYSICS

Basic Physics and Doubts about Relationship between Mammographically Determined Tissue Density and Breast Cancer Risk

(2008) Daniel B. Kopans   RADIOLOGY