A combined ultrasonic B-mode and color Doppler system for the classification of breast masses using...
A combined ultrasonic B-mode and color Doppler system for the classification of breast masses using neural network
About this item
Full title
Author / Creator
Qian, Xuejun , Zhang, Bo , Liu, Shaoqiang , Wang, Yueai , Chen, Xiaoqiong , Liu, Jingyuan , Yang, Yuzheng , Chen, Xiang , Wei, Yi , Xiao, Qisen , Ma, Jie , Shung, K. Kirk , Zhou, Qifa , Liu, Lifang and Chen, Zeyu
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title
Language
English
Formats
Publication information
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
Subjects
More information
Scope and Contents
Contents
Objectives
To develop a dual-modal neural network model to characterize ultrasound (US) images of breast masses.
Materials and methods
A combined US B-mode and color Doppler neural network model was developed to classify US images of the breast. Three datasets with breast masses were originally detected and interpreted by 20 experienced ra...
Alternative Titles
Full title
A combined ultrasonic B-mode and color Doppler system for the classification of breast masses using neural network
Authors, Artists and Contributors
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2390052324
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2390052324
Other Identifiers
ISSN
0938-7994
E-ISSN
1432-1084
DOI
10.1007/s00330-019-06610-0
