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Application of machine learning method in optical molecular imaging: a review
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 16
Authors:
An, Yu
;
Meng, Hui
;
Gao, Yuan
;
Tong, Tong
;
Zhang, Chong
;
Wang, Kun
;
Tian, Jie
Adobe PDF(5942Kb)
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View/Download:150/3
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Submit date:2020/03/30
optical molecular imaging
machine learning
artificial intelligence
Radiomic signature: A novel magnetic resonance imaging-based prognostic biomarker in patients with skull base chordoma
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2019, 卷号: 141, 页码: 239-246
Authors:
Wei, Wei
;
Wang, Ke
;
Liu, Zhenyu
;
Tian, Kaibing
;
Wang, Liang
;
Du, Jiang
;
Ma, Junpeng
;
Wang, Shuo
;
Li, Longfei
;
Zhao, Rui
;
Cui, Luo
;
Wu, Zhen
;
Tian, Jie
Favorite
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View/Download:172/0
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Submit date:2020/03/30
Biomarkers
Magnetic resonance imaging
Prognosis
Progression-free survival
Radiomics
Skull base chordoma
A Non-invasive Radiomic Method Using F-18-FDG PET Predicts Isocitrate Dehydrogenase Genotype and Prognosis in Patients With Glioma
期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 11
Authors:
Li, Longfei
;
Mu, Wei
;
Wang, Yaning
;
Liu, Zhenyu
;
Liu, Zehua
;
Wang, Yu
;
Ma, Wenbin
;
Kong, Ziren
;
Wang, Shuo
;
Zhou, Xuezhi
;
Wei, Wei
;
Cheng, Xin
;
Lin, Yusong
;
Tian, Jie
Favorite
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View/Download:145/0
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Submit date:2020/03/30
F-18-FDG PET
radiomics
glioma
isocitrate dehydrogenase
non-invasive prediction
Prediction of Histopathologic Growth Patterns of Colorectal Liver Metastases with a Noninvasive Imaging Method
期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2019, 页码: 12
Authors:
Cheng, Jin
;
Wei, Jingwei
;
Tong, Tong
;
Sheng, Weiqi
;
Zhang, Yinli
;
Han, Yuqi
;
Gu, Dongsheng
;
Hong, Nan
;
Ye, Yingjiang
;
Tian, Jie
;
Wang, Yi
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View/Download:126/0
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Submit date:2020/03/30
Radiomics signature based on FDG-PET predicts proliferative activity in primary glioma
期刊论文
CLINICAL RADIOLOGY, 2019, 卷号: 74, 期号: 10, 页码: 9
Authors:
Kong, Z.
;
Li, J.
;
Liu, Zehua
;
Liu, Zhenyu
;
Zhao, D.
;
Cheng, X.
;
Li, L.
;
Lin, Y.
;
Wang, Y.
;
Tian, J.
;
Ma, W.
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View/Download:164/0
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Submit date:2019/12/16
Radiomics Facilitates Candidate Selection for Irradiation Stents Among Patients With Unresectable Pancreatic Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 11
Authors:
Zhou, Hai-Feng
;
Han, Yu-Qi
;
Lu, Jian
;
Wei, Jing-Wei
;
Guo, Jin-He
;
Zhu, Hai-Dong
;
Huang, Ming
;
Ji, Jian-Song
;
Lv, Wei-Fu
;
Chen, Li
;
Zhu, Guang-Yu
;
Jin, Zhi-Cheng
;
Tian, Jie
;
Teng, Gao-Jun
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View/Download:154/0
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Submit date:2019/12/16
radiomics
pancreatic cancer
malignant biliary obstruction
irradiation stent
survival
Improved generative adversarial networks using the total gradient loss for the resolution enhancement of fluorescence images
期刊论文
BIOMEDICAL OPTICS EXPRESS, 2019, 卷号: 10, 期号: 9, 页码: 4742-4756
Authors:
Zhang, Chong
;
Wang, Kun
;
An, Yu
;
He, Kunshan
;
Tong, Tong
;
Tian, Jie
View
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View/Download:170/32
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Submit date:2019/09/26
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
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View/Download:144/0
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Submit date:2019/12/16
Radiomics
FDG PET
MGMT promoter methylation
Glioma
Prognosis
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
Favorite
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View/Download:166/0
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Submit date:2019/12/16
Radiomics
Magnetic resonance imaging
Neoadjuvant chemotherapy
Locally advanced cervical cancer
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
Favorite
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View/Download:133/0
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Submit date:2019/12/16
Carcinoma
Hepatocellular
Gadolinium ethoxybenzyl DTPA
Magnetic resonance imaging
Immunotherapy