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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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Submit date:2020/06/12
磁共振影像(MRI)
影像组学
无创诊断
半监督学习
脑肿瘤
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)
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Submit date:2019/12/16
Lung
Nonsmall cell lung cancer
Tomography
X-ray computed
Computational biology
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
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Submit date:2019/12/16
Radiomics
FDG PET
MGMT promoter methylation
Glioma
Prognosis
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
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Submit date:2019/12/16
Radiomics
FDG PET
MGMT promoter methylation
Glioma
Prognosis
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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Submit date:2019/06/28
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
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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
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Adobe PDF(3785Kb)
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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
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Submit date:2018/10/10
Magnetic Resonance Imaging
Glioblastoma
O-6-methylguanine-dna Methyltransferase
Radiomics
Support Vector Machines