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中国医学科学院 北京... [5]
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Online Transfer Learning for Differential Diagnosis of Benign and Malignant Thyroid Nodules With Ultrasound Images
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 10, 页码: 2773-2780
作者:
Zhou, Hui
;
Wang, Kun
;
Tian, Jie
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/01/07
Cancer
Biological system modeling
Ultrasonic imaging
Feature extraction
Radiomics
Training
Deep learning
Diagnosis
online learning
radiomics
transfer learning
thyroid nodules
ultrasound images
Deep learning based classification of ultrasound images for thyroid nodules: a large scale of pilot study
期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2019, 卷号: 7, 期号: 7
作者:
Guan, Qing
;
Wang, Yunjun
;
Du, Jiajun
;
Qin, Yu
;
Lu, Hongtao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
Ultrasound
papillary thyroid cancer
deep learning
Inception-v3
Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks
期刊论文
2019, 卷号: 58, 页码: 101555
作者:
Liu Tianjiao
;
Guo Qianqian
;
Lian Chunfeng
;
Ren Xuhua
;
Liang Shujun
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/01/03
Clinical knowledge
Convolutional neural networks
Thyroid nodule
Ultrasound image
Combination of ultrasound elastography with TI-RADS in the diagnosis of small thyroid nodules (<= 10 mm): A new method to increase the diagnostic performance
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2018, 卷号: 109
作者:
Du, Yan-Ran
;
Ji, Chen-Li
;
Wu, Yang
;
Gu, Xin-Gang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Small thyroid nodules
TI-RADS classification
Ultrasound elastography
Diagnosis
A novel TIRADS of US classification
期刊论文
BioMedical Engineering OnLine, 2018, 卷号: Vol.17 No.1
作者:
Zhuang, Y
;
Li, C
;
Hua, Z
;
Chen, K
;
Lin, JL
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/02/25
Thyroid nodules
TIRADS ultrasound
Feature extraction
Classification
Combination of ultrasound elastography with TI-RADS in the diagnosis of small thyroid nodules (≤10 mm): A new method to increase the diagnostic performance
期刊论文
European journal of radiology, 2018, 卷号: 109, 页码: 33-40
作者:
Du Yan-Ran[1]
;
Ji Chen-Li[2]
;
Wu Yang[3]
;
Gu Xin-Gang[4]
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/04/22
Diagnosis
Small thyroid nodules
TI-RADS classification
Ultrasound elastography
Usefulness of combined use of contrast-enhanced ultrasound and TI-RADS classification for the differentiation of benign from malignant lesions of thyroid nodules
期刊论文
European Radiology, 2017, 卷号: 27, 期号: 4, 页码: 1527-1536
作者:
Zhang, Yan
;
Zhou, Ping*
;
Tian, Shuang-Ming
;
Zhao, Yong-Feng
;
Li, Jia-Le
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/03
Combination
Contrast-enhanced ultrasound
Improved TI-RADS
TI-RADS
Thyroid nodules
FEATURE SELECTION AND THYROID NODULE CLASSIFICATION USING TRANFER LEARNING
会议论文
2017 IEEE 14TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2017), 2017-01-01
作者:
Liu, Tianjiao
;
Xie, Shuaining
;
Zhang, Yukang
;
Yu, Jing
;
Niu, Lijuan
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/01/04
ultrasound image
thyroid nodules classification
transfer learning
feature subset selection
CLASSIFICATION OF THYROID NODULES IN ULTRASOUND IMAGES USING DEEP MODEL BASED TRANSFER LEARNING AND HYBRID FEATURES
会议论文
2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017-01-01
作者:
Liu, Tianjiao
;
Xie, Shuaining
;
Yu, Jing
;
Niu, Lijuan
;
Sun, Weidong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/04
classification
transfer learning
feature fusion
deep learning
ultrasound image
CLASSIFICATION OF THYROID NODULES IN ULTRASOUND IMAGES USING DEEP MODEL BASED TRANSFER LEARNING AND HYBRID FEATURES
会议论文
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA
作者:
Liu, Tianjiao
;
Xie, Shuaining
;
Yu, Jing
;
Niu, Lijuan
;
Sun, Weidong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/04
classification
transfer learning
feature fusion
deep learning
ultrasound image
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