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

Automated breast-region segmentation in the axial breast MR images

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

Automated Segmentation of Breast in 3-D MR Images Using a Robust Atlas

(2015) Farzad Khalvati et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated localization of breast cancer in DCE-MRI

(2015) Albert Gubern-Mérida et al.   MEDICAL IMAGE ANALYSIS

Deep learning

(2015) Yann LeCun et al.   NATURE

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

MRI Volumetric Analysis of Breast Fibroglandular Tissue to Assess Risk of the Spared Nipple in BRCA1 and BRCA2 Mutation Carriers

(2014) Heather L. Baltzer et al.   ANNALS OF SURGICAL ONCOLOGY

Volumetric Breast Density Estimation from Full-Field Digital Mammograms: A Validation Study

(2014) Albert Gubern-Mérida et al.   PLoS One

A Level Set Based Framework for Quantitative Evaluation of Breast Tissue Density from MRI Data

(2014) Tatyana Ivanovska et al.   PLoS One

Template-based automatic breast segmentation on MRI by excluding the chest region

(2013) Muqing Lin et al.   MEDICAL PHYSICS

Automated fibroglandular tissue segmentation and volumetric density estimation in breast MRI using an atlas-aided fuzzy C-means method

(2013) Shandong Wu et al.   MEDICAL PHYSICS

Automatic atlas-based segmentation of the breast in MRI for 3D breast volume computation

(2012) C. Gallego Ortiz et al.   MEDICAL PHYSICS

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Breast Tumor Analysis in Dynamic Contrast Enhanced MRI Using Texture Features and Wavelet Transform

(2009) Jianhua Yao et al.   IEEE Journal of Selected Topics in Signal Processing

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

(2008) Ke Nie et al.   MEDICAL PHYSICS