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A review of the application of machine learning in molecular imaging 期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
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molecular imaging, machine learning, artificial intelligence  
Computational Bioinformatics and Machine Learning Models to Identify the Diseasome and Neurological Disease Comorbidities 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  Md Habibur Rahman
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疾病共病鉴定  生存分析  生物信息学  机器学习  2 型糖尿病  神经系统疾病  胶质母细胞瘤  通路  基因本体  蛋白质  
Assessing PD-L1 expression in non-small cell lung cancer and predicting responses to immune checkpoint inhibitors using deep learning on computed tomography images 期刊论文
Theranostics, 2020, 卷号: 0, 期号: 0, 页码: 0
Authors:  Tian, Panwen;  He, Bingxi;  Dong, Di;  Mu, Wei;  Liu, Kunqin;  Liu, Li;  Zeng, Hao;  Liu, Yujie;  Jiang, Lili;  Zhou, Ping;  Huang, Zhipei;  Li, Weimin;  Tian, Jie
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PD-L1 expression  deep learning  computed tomography  immunotherapy  non-small cell lung cancer.  
Differentiation of atypical non-functional pancreatic neuroendocrine tumor and pancreatic ductal adenocarcinoma using CT based radiomics 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 卷号: 117, 页码: 102-111
Authors:  He, Ming;  Liu, Zhenyu;  Lin, Yusong;  Wan, Jianzhong;  Li, Juan;  Xu, Kai;  Wang, Yun;  Jin, Zhengyu;  Tian, Jie;  Xue, Huadan
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Pancreatic ductal carcinoma  Neuroendocrine tumor  Multidetector computed tomography  Radiomics  Differential diagnosis  
CT radiomics may predict the grade of pancreatic neuroendocrine tumors: a multicenter study 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 12, 页码: 6880-6890
Authors:  Gu, Dongsheng;  Hu, Yabin;  Ding, Hui;  Wei, Jingwei;  Chen, Ke;  Liu, Hao;  Zeng, Mengsu;  Tian, Jie
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Neoplasm grading  Pancreas  Neuroendocrine tumor  Radiomics  CT  
Bioinformatics Methodologies to Identify Interactions Between Type 2 Diabetes and Neurological Comorbidities 期刊论文
IEEE ACCESS, 2019, 期号: 7, 页码: 183948-183970
Authors:  Rahman, Md Habibur;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Uddin, Shahadat;  Quinn, Julian M. W.;  Moni, Mohammad Ali
View  |  Adobe PDF(9657Kb)  |  Favorite  |  View/Download:69/14  |  Submit date:2020/03/30
Bioinformatics  comorbidities  gene set enrichment analysis  gene ontology  neurological disease  pathway  semantic similarity  Type 2 diabetes  
Glypican-3: A promising biomarker for hepatocellular carcinoma diagnosis and treatment 期刊论文
MEDICINAL RESEARCH REVIEWS, 2018, 卷号: 38, 期号: 2, 页码: 741-767
Authors:  Zhou, Fubo;  Shang, Wenting;  Yu, Xiaoling;  Tian, Jie
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Glypican-3  Hepatocellular Carcinoma  
Cancer Diagnosis and Imaging-Guided Photothermal Therapy Using a Dual-Modality Nanoparticle 期刊论文
ACS APPLIED MATERIALS & INTERFACES, 2016, 卷号: 8, 期号: 43, 页码: 29232-29241
Authors:  Zeng, Chaoting;  Shang, Wenting;  Liang, Xiaoyuan;  Liang, Xiao;  Chen, Qingshan;  Chi, Chongwei;  Du, Yang;  Fang, Chihua;  Tian, Jie
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Gold Nanospheres  Indocyanine Green  Computed Tomography  Nir Fluorescence Imaging  Photothermal Therapy  Imaging-guided Therapy  
The development and validation of a CT-based radiomics signature for the preoperative discrimination of stage I-II and stage III-IV colorectal cancer 期刊论文
ONCOTARGET, 2016, 卷号: 7, 期号: 21, 页码: 31401-31412
Authors:  Liang, Cuishan;  Huang, Yanqi;  He, Lan;  Chen, Xin;  Ma, Zelan;  Dong, Di;  Tian, Jie;  Liang, Changhong;  Liu, Zaiyi
Adobe PDF(4569Kb)  |  Favorite  |  View/Download:200/82  |  Submit date:2016/09/30
Colorectal Cancer  Computed Tomography  Radiomics Signature  Predictor  Stage  
In vivo three-dimensional radiopharmaceutical excited fluorescence tomography(已录用,待发表) 期刊论文
Journal of Nuclear Medicine, 2016, 期号: -, 页码: -
Authors:  Zhenhua Hu;  Mingxuan Zhao;  Yawei Qu;  Xiaojun Zhang;  Mingru Zhang;  Muhan Liu;  Hongbo Guo;  Zeyu Zhang;  Jing Wang;  Weidong Yang;  Jie Tian
View  |  Adobe PDF(1602Kb)  |  Favorite  |  View/Download:246/47  |  Submit date:2016/08/11
Radiopharmaceutical Excitation Fluorescence Tomography (Reft)  Cerenkov Luminescence Imaging (Cli)  Radionuclides  Hepatocellular Carcinoma (Hcc)  Pet