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Radiomics Analysis of Postoperative Epilepsy Seizures in Low-Grade Gliomas Using Preoperative MR Images 期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
Authors:  Sun, Kai;  Liu, Zhenyu;  Li, Yiming;  Wang, Lei;  Tang, Zhenchao;  Wang, Shuo;  Zhou, Xuezhi;  Shao, Lizhi;  Sun, Caixia;  Liu, Xing;  Jiang, Tao;  Wang, Yinyan;  Tian, Jie
Favorite  |  View/Download:24/0  |  Submit date:2020/08/31
low-grade glioma  epilepsy  radiomics  elastic net  Cox regression  
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
Adobe PDF(12630Kb)  |  Favorite  |  View/Download:65/1  |  Submit date:2020/07/15
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  
基于深度学习的图像分割和抠图算法的研究和应用 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  赵晓梅
Adobe PDF(13214Kb)  |  Favorite  |  View/Download:142/7  |  Submit date:2020/06/10
深度学习  脑肿瘤分割  全卷积网络  条件随机场网络  运动模糊手部  自动抠图  虚拟数据生成  
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
Adobe PDF(5591Kb)  |  Favorite  |  View/Download:111/3  |  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  
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
Favorite  |  View/Download:25/0  |  Submit date:2020/06/22
Glioma  Magnetic resonance imaging  Arterial spin labeling  Amide proton transfer  Apparent diffusion coefficient  
Predicting the Type of Tumor-Related Epilepsy in Patients With Low-Grade Gliomas: A Radiomics Study 期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
Authors:  Wang, Yinyan;  Wei, Wei;  Liu, Zhenyu;  Liang, Yuchao;  Liu, Xing;  Li, Yiming;  Tang, Zhenchao;  Jiang, Tao;  Tian, Jie
Favorite  |  View/Download:42/0  |  Submit date:2020/06/02
epilepsy type  low-grade gliomas  machine learning  radiomics  T2-weighted imaging  
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2020, 卷号: 25, 期号: 3, 页码: 755-762
Authors:  Meng, Lingwei;  Dong, Di;  Chen, Xin;  Fang, Mengjie;  Wang, Rongpin;  Li, Jing;  Liu, Zaiyi;  Tian, Jie
Adobe PDF(3010Kb)  |  Favorite  |  View/Download:26/4  |  Submit date:2020/10/25
Computed tomography (CT)  
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  |  View/Download:56/0  |  Submit date:2020/03/30
F-18-FDG PET  radiomics  glioma  isocitrate dehydrogenase  non-invasive prediction  
Radiogenomic analysis of vascular endothelial growth factor in patients with diffuse gliomas 期刊论文
CANCER IMAGING, 2019, 卷号: 19, 期号: 1, 页码: 8
Authors:  Sun, Zhiyan;  Li, Yiming;  Wang, Yinyan;  Fan, Xing;  Xu, Kaibin;  Wang, Kai;  Li, Shaowu;  Zhang, Zhong;  Jiang, Tao;  Liu, Xing
Favorite  |  View/Download:44/0  |  Submit date:2020/03/30
Vascular endothelial growth factor  Diffuse gliomas  Radiomic analysis  Machine learning  
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
View  |  Adobe PDF(3873Kb)  |  Favorite  |  View/Download:102/9  |  Submit date:2019/07/11
Astrocytoma  Radiomics  Nomogram  Isocitrate dehydrogenase  Survival