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Differentiating non-lactating mastitis and malignant breast tumors by deep-learning based AI automatic classification system: A preliminary study
期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12
作者:
Zhou, Ying
;
Feng, Bo-Jian
;
Yue, Wen-Wen
;
Liu, Yuan
;
Xu, Zhi-Feng
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/12/22
deep-learning based AI automatic classification system
malignant breast tumors
nonlactating mastitis
plasma cell mastitis
granulomatous mastitis
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples
期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 60-70
作者:
Xi, Jianing
;
Miao, Zhaoji
;
Liu, Longzhong
;
Yang, Xuebing
;
Zhang, Wensheng
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/12/28
Breast ultrasound
Knowledge graph
Tensor decomposition
Limited labeled samples
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
作者:
Yiming Lei
;
Haiping Zhu
;
Junping Zhang
;
Hongming Shan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/27
Convolutional neural network (CNNs)
medical image classification
meta-learning
ordinal regression
random forest
Neural network combining X-ray and ultrasound in breast examination
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2021, 页码: 13
作者:
Song, Jiaguang
;
Zhang, Yuezhong
;
Wang, Shi
;
Liu, Zhi
;
Sun, Dianmin
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/12/01
Neural network
X-ray examination
Ultrasound examination
AdaBoost integrated neural network
Feasibility of computer-assisted diagnosis for breast ultrasound: the results of the diagnostic performance of S-detect from a single center in China
期刊论文
2019, 卷号: 11, 页码: 921-930
作者:
Zhao, Chenyang
;
Xiao, Mengsu
;
Jiang, Yuxin
;
Liu, He
;
Wang, Ming
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2020/01/03
ultrasonography
breast neoplasms
image interpretation
computer-assisted
diagnostic imaging
Data Acquisition and Processing of Breast Cancer Assisted Diagnosis Based on Ultrasound Imaging
会议论文
2019 INTERNATIONAL CONFERENCE ON BIG DATA AND EDUCATION (ICBDE 2019), 2019-01-01
作者:
Gu Yunchao
;
Shi Faqiang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Breast cancer diagnosis
Data acquisition
Neural network training
Ultrasound image analysis
A new breast tumor ultrasonography CAD system based on decision tree and BI-RADS features
期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2018, 卷号: 21, 期号: 6, 页码: 1491-1504
作者:
Huang, Qinghua
;
Zhang, Fan
;
Li, Xuelong
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  |  
浏览/下载:41/0
  |  
提交时间:2018/12/03
Ultrasonography Cad System
Breast Tumors
Bi-rads
Decision Tree
The pseudo-label scheme in breast tumor classification based on BI-RADS features
会议论文
Shanghai, China, 2017-10-14
作者:
Zhang, Fan
;
Huang, Qinghua
;
Li, Xuelong
;
Huang, Qinghua (qhhuang@scut.edu.cn)
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  |  
浏览/下载:18/0
  |  
提交时间:2018/06/12
The application of BI-RADS feature in the ultrasound breast tumor CAD system
会议论文
Shanghai, China, 2017-10-14
作者:
Zhang, Fan
;
Huang, Qinghua
;
Li, Xuelong
;
Huang, Qinghua (qhhuang@scut.edu.cn)
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  |  
浏览/下载:15/0
  |  
提交时间:2018/06/12
Machine Learning in Ultrasound Computer-Aided Diagnostic Systems: A Survey
期刊论文
BIOMED RESEARCH INTERNATIONAL, 2018
作者:
Huang, Qinghua
;
Zhang, Fan
;
Li, Xuelong
;
Huang, QH (reprint author), Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Shaanxi, Peoples R China.
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  |  
浏览/下载:12/0
  |  
提交时间:2018/03/29
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