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Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study 期刊论文
ANNALS OF ONCOLOGY, 2020, 卷号: 31, 期号: 7, 页码: 912-920
Authors:  Dong, Di;  Fang, Mengjie;  Tang, Lei;  Shan, Xiuhong;  Gao, Jianbo;  Giganti, Francesco;  Wang, Rongpin;  Chen, Xin;  Wang, Xiaoxiao;  Palumbo, Diego;  Fu, Jia;  Li, Wuchao;  Li, Jing;  Zhong, Lianzhen;  De Cobelli, Francesco;  Ji, Jiafu;  Liu, Zaiyi;  Tian, Jie
View  |  Adobe PDF(2209Kb)  |  Favorite  |  View/Download:33/5  |  Submit date:2020/07/20
deep learning  locally advanced gastric cancer  lymph node metastasis  radiomic nomogram  
Deep learning radiomics for non-invasive diagnosis of benign and malignant thyroid nodules using ultrasound images 会议论文
, California, 2020.2.15
Authors:  Zhou, Hui;  Wang, Kun;  Tian, Jie
View  |  Adobe PDF(817Kb)  |  Favorite  |  View/Download:38/12  |  Submit date: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
Authors:  Zhou, Hui;  Wang, Kun;  Tian, Jie
View  |  Adobe PDF(1177Kb)  |  Favorite  |  View/Download:56/23  |  Submit date:2020/05/28
Diagnosis  Ultrasound Images  Online Learning  Radiomics  Transfer Learning  Thyroid Nodules  
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
Authors:  Tong Tong;  Wenhui Huang;  Kun Wang;  Zicong He;  Lin Yin;  Xin Yang;  Shuixing Zhang;  Jie Tian
View  |  Adobe PDF(1098Kb)  |  Favorite  |  View/Download:17/4  |  Submit date:2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
Assessing PD-L1 expression in non-small cell lung cancer and predicting responses to immune checkpoint inhibitors using deep learning on computed tomography images 期刊论文
Theranostics, 2020, 卷号: 0, 期号: 0, 页码: 0
Authors:  Tian, Panwen;  He, Bingxi;  Dong, Di;  Mu, Wei;  Liu, Kunqin;  Liu, Li;  Zeng, Hao;  Liu, Yujie;  Jiang, Lili;  Zhou, Ping;  Huang, Zhipei;  Li, Weimin;  Tian, Jie
View  |  Adobe PDF(1539Kb)  |  Favorite  |  View/Download:18/4  |  Submit date:2020/10/25
PD-L1 expression  deep learning  computed tomography  immunotherapy  non-small cell lung cancer.  
Noninvasive Imaging for Assessment of the Efficacy of Therapeutic Agents for Hepatocellular Carcinoma 期刊论文
Molecular Imaging and Biology, 2019, 期号: 10.1007/s11307-019-01431-5, 页码: 1-14
Authors:  Liang, Qian;  Kong, Lingxin;  Zhu, Xu;  Du, Yang;  Tian, Jie
View  |  Adobe PDF(3951Kb)  |  Favorite  |  View/Download:54/17  |  Submit date:2020/06/03
Hepatocellular carcinoma  Molecular imaging  Preclinical drug evaluation  Clinical trial  Therapeutics  
Improved generative adversarial networks using the total gradient loss for the resolution enhancement of fluorescence images 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2019, 卷号: 10, 期号: 9, 页码: 4742-4756
Authors:  Zhang, Chong;  Wang, Kun;  An, Yu;  He, Kunshan;  Tong, Tong;  Tian, Jie
View  |  Adobe PDF(4570Kb)  |  Favorite  |  View/Download:79/12  |  Submit date:2019/09/26
A radiomics nomogram may improve the prediction of IDH genotype for astrocytoma before surgery 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 7, 页码: 3325-3337
Authors:  Tan, Yan;  Zhang, Shuai-tong;  Wei, Jing-wei;  Dong, Di;  Wang, Xiao-chun;  Yang, Guo-qiang;  Tian, Jie;  Zhang, Hui
View  |  Adobe PDF(3873Kb)  |  Favorite  |  View/Download:82/7  |  Submit date:2019/07/11
Astrocytoma  Radiomics  Nomogram  Isocitrate dehydrogenase  Survival  
Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study 期刊论文
GUT, 2019, 卷号: 68, 期号: 4, 页码: 729-741
Authors:  Wang, Kun;  Lu, Xue;  Zhou, Hui;  Gao, Yongyan;  Zheng, Jian;  Tong, Minghui;  Wu, Changjun;  Liu, Changzhu;  Huang, Liping;  Jiang, Tian'an;  Meng, Fankun;  Lu, Yongping;  Ai, Hong;  Xie, Xiao-Yan;  Yin, Li-Ping;  Liang, Ping;  Tian, Jie;  Zheng, Rongqin
View  |  Adobe PDF(4798Kb)  |  Favorite  |  View/Download:80/8  |  Submit date:2019/09/26
Predicting EGFR mutation status in lung adenocarcinoma on computed tomography image using deep learning 期刊论文
EUROPEAN RESPIRATORY JOURNAL, 2019, 卷号: 53, 期号: 3, 页码: 11
Authors:  Wang, Shuo;  Shi, Jingyun;  Ye, Zhaoxiang;  Dong, Di;  Yu, Dongdong;  Zhou, Mu;  Liu, Ying;  Gevaert, Olivier;  Wang, Kun;  Zhu, Yongbei;  Zhou, Hongyu;  Liu, Zhenyu;  Tian, Jie
View  |  Adobe PDF(743Kb)  |  Favorite  |  View/Download:158/65  |  Submit date:2019/04/30