Fully Automated Breast Density Segmentation and Classification Using Deep Learning

Automated mammographic breast density estimation using a fully convolutional network

(2018) Juhun Lee et al.   MEDICAL PHYSICS

Deep Learning for Mammographic Breast Density Assessment and Beyond

(2018) Heang-Ping Chan et al.   RADIOLOGY

Mammographic Breast Density Assessment Using Deep Learning: Clinical Implementation

(2018) Constance D. Lehman et al.   RADIOLOGY

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective

(2017) Aly A. Mohamed et al.   JOURNAL OF DIGITAL IMAGING

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

(2017) Mehmet Ufuk Dalmış et al.   MEDICAL PHYSICS

A deep learning method for classifying mammographic breast density categories

(2017) Aly A. Mohamed et al.   MEDICAL PHYSICS

Automated Volumetric Breast Density Measurements in the Era of the BI-RADS Fifth Edition: A Comparison With Visual Assessment

(2016) Ji Hyun Youk et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Temporal mammogram image registration using optimized curvilinear coordinates

(2016) Mohamed Abdel-Nasser et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring

(2016) Michiel Kallenberg et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Benefits, Harms, and Cost-Effectiveness of Supplemental Ultrasonography Screening for Women With Dense Breasts

(2015) Brian L. Sprague et al.   ANNALS OF INTERNAL MEDICINE

Identifying Women With Dense Breasts at High Risk for Interval Cancer

(2015) Karla Kerlikowske et al.   ANNALS OF INTERNAL MEDICINE

Benign and malignant breast tumors classification based on region growing and CNN segmentation

(2015) Rahimeh Rouhi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Analysis of tissue abnormality and breast density in mammographic images using a uniform local directional pattern

(2015) Mohamed Abdel-Nasser et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated volumetric breast density estimation: A comparison with visual assessment

(2013) J.M. Seo et al.   CLINICAL RADIOLOGY

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

(2012) Stefano Ciatto et al.   BREAST

Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c-means clustering and support vector machine segmentation

(2012) Brad M. Keller et al.   MEDICAL PHYSICS

INbreast

(2011) Inês C. Moreira et al.   ACADEMIC RADIOLOGY

A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry

(2011) Stylianos D. Tzikopoulos et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Breast Tissue Composition and Susceptibility to Breast Cancer

(2010) N. F. Boyd et al.   JNCI-Journal of the National Cancer Institute

A Statistical Approach for Breast Density Segmentation

(2009) Arnau Oliver et al.   JOURNAL OF DIGITAL IMAGING