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Exploring the predictive value of additional peritumoral regions based on deep learning and radiomics: A multicenter study 期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
Authors:  Wu, Xiangjun;  Dong, Di;  Zhang, Lu;  Fang, Mengjie;  Zhu, Yongbei;  He, Bingxi;  Ye, Zhaoxiang;  Zhang, Minming;  Zhang, Shuixing;  Tian, Jie
Adobe PDF(3862Kb)  |  Favorite  |  View/Download:738/373  |  Submit date:2021/05/06
deep learning  peritumor  radiomics  
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:323/126  |  Submit date:2020/10/25
PD-L1 expression  deep learning  computed tomography  immunotherapy  non-small cell lung cancer.  
Radiomics Signature: A Biomarker for the Preoperative Distant Metastatic Prediction of Stage I Nonsmall Cell Lung Cancer 期刊论文
ACADEMIC RADIOLOGY, 2019, 卷号: 26, 期号: 9, 页码: 1253-1261
Authors:  Fan, Li;  Fang, MengJie;  Tu, WenTing;  Zhang, Di;  Wang, Yun;  Zhou, Xiuxiu;  Xia, Yi;  Li, ZhaoBin;  Liu, ShiYuan
Adobe PDF(858Kb)  |  Favorite  |  View/Download:418/120  |  Submit date:2019/12/16
Lung  Nonsmall cell lung cancer  Tomography  X-ray computed  Computational biology  Prognosis  
Unsupervised Deep Learning Features for Lung Cancer Overall Survival Analysis 会议论文
, Honolulu, Hawaii, USA, 2018-7
Authors:  Wang, Shuo;  Liu, Zhenyu;  Chen, Xi;  Zhu, Yongbei;  Zhou, Hongyu;  Tang, Zhenchao;  Wei, Wei;  Dong, Di;  Wang, Meiyun;  Tian, Jie
View  |  Adobe PDF(797Kb)  |  Favorite  |  View/Download:450/136  |  Submit date:2019/04/30
Lung Cancer  Survival Analysis  Deep Learning  Unsupervised Feature Learning  Convolutional Neural Networks  
Nuclear and fluorescent labeled PD-1-Liposome-DOX-64Cu/IRDye800CW allows improved breast tumor targeted imaging and therapy 期刊论文
Molecular Pharmaceutics, 2017, 卷号: 14, 期号: 11, 页码: 3978-3986
Authors:  Du Yang;  Liang Xiaolong;  Li Yuan;  Sun Ting;  Jin Zhengyu;  Xue Huadan;  Tian Jie
View  |  Adobe PDF(4708Kb)  |  Favorite  |  View/Download:431/83  |  Submit date:2019/02/18
Programmed Cell Death-1 (Pd-1), Near-infrared Fluorescence (Nirf) Imaging, Pet Imaging, Doxorubicin (Dox), Breast Cancer, Therapy  
光学分子影像术中微创成像技术研究和临床应用 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  毛亚敏
Adobe PDF(4938Kb)  |  Favorite  |  View/Download:373/3  |  Submit date:2018/07/05
光学分子影像  微创手术  内窥镜  近红外荧光成像  手术导航  肺癌  
2D and 3D CT Radiomics Features Prognostic Performance Comparison in Non-Small Cell Lung Cancer 期刊论文
TRANSLATIONAL ONCOLOGY, 2017, 卷号: 10, 期号: 6, 页码: 886-894
Authors:  Shen, Chen;  Liu, Zhenyu;  Guan, Min;  Song, Jiangdian;  Lian, Yucheng;  Wang, Shuo;  Tang, Zhenchao;  Dong, Di;  Kong, Lingfei;  Wang, Meiyun;  Shi, Dapeng;  Tian, Jie
Adobe PDF(859Kb)  |  Favorite  |  View/Download:514/112  |  Submit date:2018/01/13
Radiomics  
Nuclear and Fluorescent Labeled PD-1-Liposome-DOX-Cu-64/IRDye800CW Allows Improved Breast Tumor Targeted Imaging and Therapy 期刊论文
MOLECULAR PHARMACEUTICS, 2017, 卷号: 14, 期号: 11, 页码: 3978-3986
Authors:  Du, Yang;  Liang, Xiaolong;  Li, Yuan;  Sun, Ting;  Jin, Zhengyu;  Xue, Huadan;  Tian, Jie
Adobe PDF(4708Kb)  |  Favorite  |  View/Download:457/147  |  Submit date:2018/01/03
Programmed Cell Death-i (Pd-i)  Near-infrared Fluorescence (Nirf) Imaging Pet Imaging  Doxorubicin (Dox)  Breast Cancer  Therapy  
面向影像组学的图像配准及恶性肿瘤分类算法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  喻冬东
Adobe PDF(6348Kb)  |  Favorite  |  View/Download:348/3  |  Submit date:2017/06/06
影像组学  图像配准  病理诊断  Egfr基因突变预测