Classification of malignant tumors in breast ultrasound using a pretrained deep residual network model and support vector machine

Automatic classification of ultrasound breast lesions using a deep convolutional neural network mimicking human decision-making

(2019) Alexander Ciritsis et al.   EUROPEAN RADIOLOGY

ACR BI-RADS Assessment Category 4 Subdivisions in Diagnostic Mammography: Utilization and Outcomes in the National Mammography Database

(2018) Mai Elezaby et al.   RADIOLOGY

Deep Learning in Mammography

(2017) Anton S. Becker et al.   INVESTIGATIVE RADIOLOGY

BI-RADS ® fifth edition: A summary of changes

(2017) D.A. Spak et al.   Diagnostic and Interventional Imaging

Automated Breast Ultrasound: Dual-Sided Compared with Single-Sided Imaging

(2016) Eric D. Larson et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Classification of Benign and Malignant Breast Tumors in Ultrasound Images with Posterior Acoustic Shadowing Using Half-Contour Features

(2015) Zhuhuang Zhou et al.   Journal of Medical and Biological Engineering

Robust Texture Analysis Using Multi-Resolution Gray-Scale Invariant Features for Breast Sonographic Tumor Diagnosis

(2013) Min-Chun Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Stable Computations with Gaussian Radial Basis Functions

(2011) Bengt Fornberg et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Probability density difference-based active contour for ultrasound image segmentation

(2010) Bo Liu et al.   PATTERN RECOGNITION

Computer-aided Classification of Breast Masses: Performance and Interobserver Variability of Expert Radiologists versus Residents

(2010) Swatee Singh et al.   RADIOLOGY

Selection of diagnostic features on breast MRI to differentiate between malignant and benign lesions using computer-aided diagnosis: differences in lesions presenting as mass and non-mass-like enhancement

(2009) Dustin Newell et al.   EUROPEAN RADIOLOGY

Youden Index and Optimal Cut-Point Estimated from Observations Affected by a Lower Limit of Detection

(2008) Marcus D. Ruopp et al.   BIOMETRICAL JOURNAL

Combined Screening With Ultrasound and Mammography vs Mammography Alone in Women at Elevated Risk of Breast Cancer

(2008) Wendie A. Berg   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Dynamics of Learning Near Singularities in Layered Networks

(2007) Haikun Wei et al.   NEURAL COMPUTATION