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基于定量磁共振影像组学的脑肿瘤无创诊断研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  张帅通
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磁共振影像(MRI)  影像组学  无创诊断  半监督学习  脑肿瘤  
Multiparametric MRI-Based Radiomics for Prostate Cancer Screening With PSA in 4-10 ng/mL to Reduce Unnecessary Biopsies 期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2019, 期号: 0, 页码: 10
Authors:  Qi, Yafei;  Zhang, Shuaitong;  Wei, Jingwei;  Zhang, Gumuyang;  Lei, Jing;  Yan, Weigang;  Xiao, Yu;  Yan, Shuang;  Xue, Huadan;  Feng, Feng;  Sun, Hao;  Tian, Jie;  Jin, Zhengyu
View  |  Adobe PDF(990Kb)  |  Favorite  |  View/Download:67/6  |  Submit date:2020/03/30
magnetic resonance imaging  radiomics  prostate cancer  prostate-specific antigen  biopsy  
Selection Between Liver Resection Versus Transarterial Chemoembolization in Hepatocellular Carcinoma: A Multicenter Study 期刊论文
CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, 2019, 卷号: 10, 页码: 12
Authors:  Fu, Sirui;  Wei, Jingwei;  Zhang, Jie;  Dong, Di;  Song, Jiangdian;  Li, Yong;  Duan, Chongyang;  Zhang, Shuaitong;  Li, Xiaoqun;  Gu, Dongsheng;  Chen, Xudong;  Hao, Xiaohan;  He, Xiaofeng;  Yan, Jianfeng;  Liu, Zhenyu;  Tian, Jie;  Lu, Ligong
Favorite  |  View/Download:64/0  |  Submit date:2019/12/16
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
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Astrocytoma  Radiomics  Nomogram  Isocitrate dehydrogenase  Survival  
Radiomics analysis potentially reduces over-diagnosis of prostate cancer with PSA levels of 4-10 ng/ml based on DWI data 会议论文
, San Diego, California, United States, 2019-3-13
Authors:  Zhang, Shuaitong;  Qi, Yafei;  Wei, Jingwei;  Niu, Jianxing;  Gu, Dongsheng;  Han, Yuqi;  Hao, Xiaohan;  Zang, Yali;  Tian, Jie
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Prostate specific antigen  Prostate cancer  Over-diagnosis  Radiomics  Random forest  
Preoperative prediction of cavernous sinus invasion by pituitary adenomas using a radiomics method based on magnetic resonance images 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 3, 页码: 1625-1634
Authors:  Niu, Jianxing;  Zhang, Shuaitong;  Ma, Shunchang;  Diao, Jinfu;  Zhou, Wenjianlong;  Tian, Jie;  Zang, Yali;  Jia, Wang
View  |  Adobe PDF(1261Kb)  |  Favorite  |  View/Download:90/5  |  Submit date:2019/07/12
Pituitary adenomas  Cavernous sinus  Neoplasm invasion  Nomogram  Support vector machine  
Development and validation of a radiomics-based method for macrovascular invasion prediction in hepatocellular carcinoma with prognostic implication 会议论文
, 美国圣地亚哥, 2019年2月20日
Authors:  Wei Jingwei;  Fu Sirui;  Zhang Shuaitong;  Zhang Jie;  Gu Dongsheng;  Li Xiaoqun;  Chen Xudong;  He Xiaofeng;  Yan Jianfeng;  Lu Ligong;  Tian Jie
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hepatocellular carcinoma  macrovascular invasion  prognosis  computed tomography  radiomics  prediction  
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas 期刊论文
JOURNAL OF NEURO-ONCOLOGY, 2018, 卷号: 140, 期号: 2, 页码: 297-306
Authors:  Han, Yuqi;  Xie, Zhen;  Zang, Yali;  Zhang, Shuaitong;  Gu, Dongsheng;  Zhou, Mu;  Gevaert, Olivier;  Wei, Jingwei;  Li, Chao;  Chen, Hongyan;  Du, Jiang;  Liu, Zhenyu;  Dong, Di;  Tian, Jie;  Zhou, Dabiao
View  |  Adobe PDF(2365Kb)  |  Favorite  |  View/Download:71/4  |  Submit date:2019/07/12
Lower-grade glioma  1p19q Co-deletion  Prediction  Radiomics  Magnetic resonance imaging  
Non-invasive radiomics approach potentially predicts non-functioning pituitary adenomas subtypes before surgery 期刊论文
EUROPEAN RADIOLOGY, EUROPEAN RADIOLOGY, 2018, 2018, 卷号: 28, 28, 期号: 9, 页码: 3692-3701, 3692-3701
Authors:  Zhang, Shuaitong;  Song, Guidong;  Zang, Yali;  Jia, Jian;  Wang, Chao;  Li, Chuzhong;  Tian, Jie;  Dong, Di;  Zhang, Yazhuo
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Non-functioning Pituitary Adenomas  Null Cell Adenomas  Radiomics  Support Vector Machine  Nomograms  Non-functioning Pituitary Adenomas  Null Cell Adenomas  Radiomics  Support Vector Machine  Nomograms  
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:83/21  |  Submit date:2019/05/08
Astrocytoma  Methylation  Prognosis  Diagnostic Imaging  Roc Curve