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Development and Validation of a MRI-Based Radiomics Prognostic Classifier in Patients with Primary Glioblastoma Multiforme 期刊论文
ACADEMIC RADIOLOGY, 2019, 卷号: 26, 期号: 10, 页码: 1292-1300
Authors:  Chen, Xin;  Fang, Mengjie;  Dong, Di;  Liu, Lingling;  Xu, Xiangdong;  Wei, Xinhua;  Jiang, Xinqing;  Qin, Lei;  Liu, Zaiyi
Favorite  |  View/Download:7/0  |  Submit date:2019/12/16
Glioblastoma multiform  Survival analyses  Magnetic resonance imaging  Radiomics  
Adaptive Attention Annotation Model: Optimizing the Prediction Path through Dependency Fusion 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 卷号: 13, 期号: 9, 页码: 4665-4683
Authors:  Wang, Fangxin;  Liu, Jie;  Zhang, Shuwu;  Zhang, Guixuan;  Zheng, Yang;  Li, Xiaoqian;  Liang, Wei;  Li, Yuejun
View  |  Adobe PDF(1061Kb)  |  Favorite  |  View/Download:36/4  |  Submit date:2019/10/08
image annotation  multiple dependencies  self-attention  prediction path  Triplet Margin loss  
18F-FDG-PET-based Radiomics signature predicts MGMT promoter methylation status in primary diffuse glioma 期刊论文
Cancer Imaging, 2019, 卷号: 19, 期号: 1
Authors:  Kong,Ziren;  Lin,Yusong;  Jiang,Chendan;  Li,Longfei;  Liu,Zehua;  Wang,Yuekun;  Dai,Congxin;  Liu,Delin;  Qin,Xuying;  Wang,Yu;  Liu,Zhenyu;  Cheng,Xin;  Tian,Jie;  Ma,Wenbin
Favorite  |  View/Download:8/0  |  Submit date:2019/12/16
Radiomics  FDG PET  MGMT promoter methylation  Glioma  Prognosis  
F-18-FDG-PET-based Radiomics signature predicts MGMT promoter methylation status in primary diffuse glioma 期刊论文
CANCER IMAGING, 2019, 卷号: 19, 期号: 1, 页码: 10
Authors:  Kong, Ziren;  Lin, Yusong;  Jiang, Chendan;  Li, Longfei;  Liu, Zehua;  Wang, Yuekun;  Dai, Congxin;  Liu, Delin;  Qin, Xuying;  Wang, Yu;  Liu, Zhenyu;  Cheng, Xin;  Tian, Jie;  Ma, Wenbin
Favorite  |  View/Download:6/0  |  Submit date:2019/12/16
Radiomics  FDG PET  MGMT promoter methylation  Glioma  Prognosis  
Pretreatment prediction of immunoscore in hepatocellular cancer: a radiomics-based clinical model based on Gd-EOB-DTPA-enhanced MRI imaging 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 8, 页码: 4177-4187
Authors:  Chen, Shuling;  Feng, Shiting;  Wei, Jingwei;  Liu, Fei;  Li, Bin;  Li, Xin;  Hou, Yang;  Gu, Dongsheng;  Tang, Mimi;  Xiao, Han;  Jia, Yingmei;  Peng, Sui;  Tian, Jie;  Kuang, Ming
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Carcinoma  Hepatocellular  Gadolinium ethoxybenzyl DTPA  Magnetic resonance imaging  Immunotherapy  
Radiomic analysis for pretreatment prediction of response to neoadjuvant chemotherapy in locally advanced cervical cancer: A multicentre study 期刊论文
EBIOMEDICINE, 2019, 卷号: 46, 页码: 160-169
Authors:  Sun, Caixia;  Tian, Xin;  Liu, Zhenyu;  Li, Weili;  Li, Pengfei;  Chen, Jiaming;  Zhang, Weifeng;  Fang, Ziyu;  Du, Peiyan;  Duan, Hui;  Liu, Ping;  Wang, Lihui;  Chen, Chunlin;  Tian, Jie
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Radiomics  Magnetic resonance imaging  Neoadjuvant chemotherapy  Locally advanced cervical cancer  
Radiomics Analysis of DTI Data to Assess Vision Outcome After Intravenous Methylprednisolone Therapy in Neuromyelitis Optic Neuritis 期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2019, 卷号: 49, 期号: 5, 页码: 1365-1373
Authors:  Tian, Yuan;  Liu, Zhenyu;  Tang, Zhenchao;  Li, Mingge;  Lou, Xin;  Dong, Enqing;  Liu, Gang;  Wang, Yulin;  Wang, Yan;  Bian, Xiangbin;  Wei, Shihui;  Tian, Jie;  Ma, Lin
Favorite  |  View/Download:24/0  |  Submit date:2019/07/12
neuromyelitis optica  optic neuritis  intravenous methylprednisolone  radiomics  white matter  visual outcomes  
Reliable heritability estimation using sparse regularization in ultrahigh dimensional genome-wide association studies 期刊论文
BMC Bioinformatics, 2019, 卷号: 20, 期号: 1
Authors:  Li,Xin;  Wu,Dongya;  Cui,Yue;  Liu,Bing;  Walter,Henrik;  Schumann,Gunter;  Li,Chong;  Jiang,Tianzi
Favorite  |  View/Download:28/0  |  Submit date:2019/07/11
Heritability  Reliable estimation  Sparse regularization  Standard error  Simulation  
Lung cancer deficient in the tumor suppressor GATA4 is sensitive to TGFBR1 inhibition 期刊论文
NATURE COMMUNICATIONS, 2019, 卷号: 10, 期号: 1, 页码: 1665
Authors:  Gao, Lei;  Hu, Yong;  Tian, Yahui;  Fan, Zhenzhen;  Wang, Kun;  Li, Hongdan;  Zhou, Qian;  Zeng, Guandi;  Hu, Xin;  Yu, Lei;  Zhou, Shiyu;  Tong, Xinyuan;  Huang, Hsinyi;  Chen, Haiquan;  Liu, Qingsong;  Liu, Wanting;  Zhang, Gong;  Zeng, Musheng;  Zhou, Guangbiao;  He, Qingyu;  Ji, Hongbin;  Chen, Liang
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GATA4  
Parameter optimization criteria guided 3D point cloud classification 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 4, 页码: 5081-5104
Authors:  Li, Hongjun;  Meng, Weiliang;  Liu, Xinying;  Xiang, Shiming;  Zhang, Xiaopeng
Favorite  |  View/Download:32/0  |  Submit date:2019/07/12
Point cloud classification  Feature extraction  Conditional random field  Parameter optimization criterion  Probabilistic neural network