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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：225/64  |  提交时间：2020/11/02
Ultrasound sequence  Respiratory motion estimation  Cascaded Siamese network  One-shot deformable convolution  
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：429/113  |  提交时间：2020/09/07
Contrast-enhanced ultrasound  Hepatocellular carcinoma  Radiomics  Radiofrequency ablation  Surgical resection  
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：219/69  |  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：300/89  |  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：304/97  |  提交时间：2020/05/28
Thyroid Nodules  Thyroid Ultrasound  Deep Learning  Ultrasound Radiomics  Diagnosis  
Application of machine learning method in optical molecular imaging: a review 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 16
作者:  An, Yu;  Meng, Hui;  Gao, Yuan;  Tong, Tong;  Zhang, Chong;  Wang, Kun;  Tian, Jie
Adobe PDF(5942Kb)  |  收藏  |  浏览/下载：398/69  |  提交时间：2020/03/30
optical molecular imaging  machine learning  artificial intelligence