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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  
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  
Grading of Glioma: combined diagnostic value of amide proton transfer weighted, arterial spin labeling and diffusion weighted magnetic resonance imaging 期刊论文
BMC MEDICAL IMAGING, 2020, 卷号: 20, 期号: 1, 页码: 8
Authors:  Kang, Xiao-wei;  Xi, Yi-bin;  Liu, Ting-ting;  Wang, Ning;  Zhu, Yuan-qiang;  Wang, Xing-rui;  Guo, Fan
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Glioma  Magnetic resonance imaging  Arterial spin labeling  Amide proton transfer  Apparent diffusion coefficient  
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  
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  
Differentiation of primary central nervous system lymphoma from high-grade glioma and brain metastasis using arterial spin labeling and dynamic contrast-enhanced magnetic resonance imaging 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 卷号: 112, 页码: 59-64
Authors:  Xi, Yi-bin;  Kang, Xiao-wei;  Wang, Ning;  Liu, Ting-ting;  Zhu, Yuan-qiang;  Cheng, Guang;  Wang, Kai;  Li, Chen;  Guo, Fan;  Yin, Hong
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Primary central nervous system lymphoma  High-grade glioma  Metastasis  Arterial spin labeling  Dynamic contrast-enhanced perfusion  
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
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Pituitary adenomas  Cavernous sinus  Neoplasm invasion  Nomogram  Support vector machine  
IDH mutation-specific radiomic signature in lower-grade gliomas 期刊论文
AGING-US, 2019, 卷号: 11, 期号: 2, 页码: 673-696
Authors:  Liu, Xing;  Li, Yiming;  Li, Shaowu;  Fan, Xing;  Sun, Zhiyan;  Yang, Zhengyi;  Wang, Kai;  Zhang, Zhong;  Jiang, Tao;  Liu, Yong;  Wang, Lei;  Wang, Yinyan
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isocitrate dehydrogenase  lower grade gliomas  radiomic signature  transcriptome-radiomic analysis  prognostic signature  
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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Radiomics  Medical Imaging  Precision Diagnosis And Treatment  Oncology  
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
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Lower-grade glioma  1p19q Co-deletion  Prediction  Radiomics  Magnetic resonance imaging