BREAST CANCER CLASSIFICATION IN AUTOMATED BREAST ULTRASOUND USING MULTIVIEW CONVOLUTIONAL         NEURAL NETWORK WITH TRANSFER LEARNING

基于迁移学习的多视图卷积神经网络在乳腺超声自动分类中的应用

YI WANG,*,1EUN JUNG CHOI,y,1YOUNHEE CHOI,* HAO ZHANG,* GONG YONG JIN,yand SEOK-BUM KO*TAGGEDEND
* Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada; andyDepartment of
Radiology, Research Institute of Clinical Medicine of Jeonbuk National University?Biomedical Research Institute of Jeonbuk
National University Hospital, Jeonbuk National University Medical School, Jeonju City, Jeollabuk-Do, South Korea
(Received 11 July 2019; revised 12 December 2019; in final from 2 January 2020)

 https://doi.org/10.1016/j.ultrasmedbio.2020.01.001

摘要:

为了帮助放射科医生在自动乳腺超声(ABUS)成像中对乳腺癌进行分类，我们