Automatic tumor segmentation in breast ultrasound images using a dilated fully convolutional network combined with an active contour model

Segmentation of Fetal Left Ventricle in Echocardiographic Sequences Based on Dynamic Convolutional Neural Networks

(2017) Li Yu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Reproducibility of quantitative high-throughput BI-RADS features extracted from ultrasound images of breast cancer

(2017) Yuzhou Hu et al.   MEDICAL PHYSICS

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

New Fully Automated Method for Segmentation of Breast Lesions on Ultrasound Based on Texture Analysis

(2016) Wilfrido Gómez-Flores et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Computer-Aided Diagnosis for Breast Ultrasound Using Computerized BI-RADS Features and Machine Learning Methods

(2016) Juan Shan et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Computer-aided detection/diagnosis of breast cancer in mammography and ultrasound: a review

(2012) Afsaneh Jalalian et al.   CLINICAL IMAGING

Combining support vector machine with genetic algorithm to classify ultrasound breast tumor images

(2012) Wen-Jie Wu et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Detection of Breast Cancer With Addition of Annual Screening Ultrasound or a Single Screening MRI to Mammography in Women With Elevated Breast Cancer Risk

(2012) Zheng Zhang   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Completely Automated Segmentation Approach for Breast Ultrasound Images Using Multiple-Domain Features

(2012) Juan Shan et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Intraobserver interpretation of breast ultrasonography following the BI-RADS classification

(2009) M.J.G. Calas et al.   EUROPEAN JOURNAL OF RADIOLOGY

Processed images in human perception: A case study in ultrasound breast imaging

(2009) Moi Hoon Yap et al.   EUROPEAN JOURNAL OF RADIOLOGY

Fully automatic and segmentation-robust classification of breast tumors based on local texture analysis of ultrasound images

(2009) Bo Liu et al.   PATTERN RECOGNITION

Automated breast cancer detection and classification using ultrasound images: A survey

(2009) H.D. Cheng et al.   PATTERN RECOGNITION

Automated Segmentation of Ultrasonic Breast Lesions Using Statistical Texture Classification and Active Contour Based on Probability Distance

(2009) Bo Liu et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION