CASIA OpenIR
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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:235/0  |  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  
Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data 期刊论文
Photoacoustics, 2020, 卷号: 19, 期号: 19, 页码: 100190
作者:  Tong Tong;  Wenhui Huang;  Kun Wang;  Zicong He;  Lin Yin;  Xin Yang;  Shuixing Zhang;  Jie Tian
Adobe PDF(9199Kb)  |  收藏  |  浏览/下载:209/55  |  提交时间:2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
Cascaded one-shot deformable convolutional neural networks: Developing a deep learning model for respiratory motion estimation in ultrasound sequences 期刊论文
Medical Image Analysis, 2020, 卷号: 65, 期号: 65, 页码: 101793
作者:  Fei Liu;  Dan Liu;  Jie Tian;  Xiaoyan Xie;  Xin Yang;  Wang K(王坤)
浏览  |  Adobe PDF(3180Kb)  |  收藏  |  浏览/下载:204/56  |  提交时间:2020/11/02
Ultrasound sequence  Respiratory motion estimation  Cascaded Siamese network  One-shot deformable convolution  
Simple structural indocyanine green-loaded microbubbles for dual-modality imaging and multi-synergistic photothermal therapy in prostate cancer 期刊论文
NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE, 2020, 卷号: 28, 页码: 11
作者:  Yin, Tinghui;  Wang, Kun;  Qiu, Chen;  Zhang, Xinling;  Zhou, Huichao;  You, Yujia;  Ren, Jie;  Mao, Ren;  Yang, Biying;  Miao, Xiaoyan;  Tian, Jie;  Zheng, Rongqin
收藏  |  浏览/下载:193/0  |  提交时间:2020/09/28
Indocyanine green  Microbubbles  Molecular ultrasound imaging  Photoacoustic imaging  Photothermal therapy  
Deep Learning Radiomics Based on Contrast-Enhanced Ultrasound Might Optimize Curative Treatments for Very-Early or Early-Stage Hepatocellular Carcinoma Patients 期刊论文
LIVER CANCER, 2020, 卷号: 9, 期号: 4, 页码: 397-413
作者:  Liu, Fei;  Liu, Dan;  Wang, Kun;  Xie, Xiaohua;  Su, Liya;  Kuang, Ming;  Huang, Guangliang;  Peng, Baogang;  Wang, Yuqi;  Lin, Manxia;  Tian, Jie;  Xie, Xiaoyan
浏览  |  Adobe PDF(1066Kb)  |  收藏  |  浏览/下载:378/94  |  提交时间:2020/09/07
Contrast-enhanced ultrasound  Hepatocellular carcinoma  Radiomics  Radiofrequency ablation  Surgical resection  
Accurate prediction of responses to transarterial chemoembolization for patients with hepatocellular carcinoma by using artificial intelligence in contrast-enhanced ultrasound 期刊论文
EUROPEAN RADIOLOGY, 2020, 卷号: 30, 期号: 4, 页码: 2365-2376
作者:  Liu, Dan;  Liu, Fei;  Xie, Xiaoyan;  Su, Liya;  Liu, Ming;  Xie, Xiaohua;  Kuang, Ming;  Huang, Guangliang;  Wang, Yuqi;  Zhou, Hui;  Wang, Kun;  Lin, Manxia;  Tian, Jie
收藏  |  浏览/下载:233/0  |  提交时间:2020/06/02
Therapeutic chemoembolization  Hepatocellular carcinoma  Ultrasonography  Deep learning  
The accurate non-invasive staging of liver fibrosis using deep learning radiomics based on transfer learning of shear wave elastography 会议论文
, California, 2020.2.15
作者:  Zhou, Hui;  Wang, Kun;  Tian, Jie
浏览  |  Adobe PDF(713Kb)  |  收藏  |  浏览/下载:251/60  |  提交时间:2020/05/28
Deep learning radiomics for non-invasive diagnosis of benign and malignant thyroid nodules using ultrasound images 会议论文
, California, 2020.2.15
作者:  Zhou, Hui;  Wang, Kun;  Tian, Jie
浏览  |  Adobe PDF(817Kb)  |  收藏  |  浏览/下载:202/61  |  提交时间:2020/05/28
Online Transfer Learning for Differential Diagnosis of Benign and Malignant Thyroid 期刊论文
IEEE Transactions on Biomedical Engineering, 2020, 期号: 0, 页码: 0
作者:  Zhou, Hui;  Wang, Kun;  Tian, Jie
浏览  |  Adobe PDF(1177Kb)  |  收藏  |  浏览/下载:270/81  |  提交时间:2020/05/28
Diagnosis  Ultrasound Images  Online Learning  Radiomics  Transfer Learning  Thyroid Nodules  
Differential Diagnosis of Benign and Malignant Thyroid Nodules Using Deep Learning Radiomics of Thyroid Ultrasound Images 期刊论文
European Journal of Radiology, 2020, 期号: 127, 页码: 0
作者:  Zhou, Hui;  Jin, Yinhua;  Dai, Lei;  Zhang, Meiwu;  Qiu, Yuqin;  Wang, Kun;  Tian, Jie;  Zheng, Jianjun
浏览  |  Adobe PDF(2025Kb)  |  收藏  |  浏览/下载:274/85  |  提交时间:2020/05/28
Thyroid Nodules  Thyroid Ultrasound  Deep Learning  Ultrasound Radiomics  Diagnosis