A deep learning method for classifying mammographic breast density categories

Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective

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

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

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

A CNN Regression Approach for Real-Time 2D/3D Registration

(2016) Shun Miao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

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

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

(2016) Jie-Zhi Cheng et al.   Scientific Reports

Discrimination of Breast Cancer with Microcalcifications on Mammography by Deep Learning

(2016) Jinhua Wang et al.   Scientific Reports

Deep learning

(2015) Yann LeCun et al.   NATURE

Mammographic density—a review on the current understanding of its association with breast cancer

(2014) C. W. Huo et al.   BREAST CANCER RESEARCH AND TREATMENT

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

(2012) Stefano Ciatto et al.   BREAST

Learning Hierarchical Features for Scene Labeling

(2012) Clement Farabet et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

Breast Cancer Risk by Breast Density, Menopause, and Postmenopausal Hormone Therapy Use

(2010) Karla Kerlikowske et al.   JOURNAL OF CLINICAL ONCOLOGY