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多序列 MRI影像组学辅助肿瘤无创诊断的研究 学位论文
, 北京市海淀区中关村东路95号: 中国科学院自动化研究所, 2019
Authors:  魏靖伟
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影像组学  人工智能  肿瘤  无创诊断  磁共振成像  
The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges 期刊论文
Theranostics, 2019, 卷号: 9, 期号: 5, 页码: 1303-1322
Authors:  Liu, Zhenyu;  Wang, Shuo;  Dong, Di;  Wei, Jingwei;  Fang, Cheng;  Zhou, Xuezhi;  Sun, Kai;  Li, Longfei;  Li, Bo;  Wang, Meiyun;  Tian, Jie
View  |  Adobe PDF(2057Kb)  |  Favorite  |  View/Download:36/5  |  Submit date:2019/04/30
Radiomics  Medical Imaging  Precision Diagnosis And Treatment  Oncology  
A multi-sequence and habitat-based MRI radiomics signature for preoperative prediction of MGMT promoter methylation in astrocytomas with prognostic implication 期刊论文
European Radiology, 2018, 期号: 29, 页码: 877-888
Authors:  Wei Jingwei;  Yang Guoqiang;  Hao Xiaohan;  Gu Dongsheng;  Tan Yan;  Wang Xiaochun;  Dong Di;  Zhang Shuaitong;  Wang Le;  Zhang Hui;  Tian Jie
View  |  Adobe PDF(3785Kb)  |  Favorite  |  View/Download:28/11  |  Submit date:2019/05/08
Astrocytoma  Methylation  Prognosis  Diagnostic Imaging  Roc Curve  
Radiomics signature: A potential biomarker for the prediction of MGMT promoter methylation in glioblastoma 期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2018, 卷号: 47, 期号: 5, 页码: 1380-1387
Authors:  Xi, Yi-bin;  Guo, Fan;  Xu, Zi-liang;  Li, Chen;  Wei, Wei;  Tian, Ping;  Liu, Ting-ting;  Liu, Lin;  Chen, Gang;  Ye, Jing;  Cheng, Guang;  Cui, Long-biao;  Zhang, Hong-juan;  Qin, Wei;  Yin, Hong
Favorite  |  View/Download:28/0  |  Submit date:2018/10/10
Magnetic Resonance Imaging  Glioblastoma  O-6-methylguanine-dna Methyltransferase  Radiomics  Support Vector Machines