Comparison of Transferred Deep Neural Networks in Ultrasonic Breast Masses Discrimination.

This research aims to address the problem of discriminating benign cysts from malignant masses in breast ultrasound (BUS) images based on Convolutional Neural Networks (CNNs). The biopsy-proven benchmarking dataset was built from 1422 patient cases containing a total of 2058 breast ultrasound masses...

Full description

Bibliographic Details
Published in:BioMed Research International Vol. 2018; pp. 1 - 10
Main Authors: Xiao, Ting, Liu, Lei, Li, Kai, Qin, Wenjian, Yu, Shaode, Li, Zhicheng
Format: diagnostic images equations & formulas pictorial research tables/charts Journal Article
Published: Wiley-Blackwell 6/21/2018
Online Access:View this record in EBSCOhost