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Intraoperative Glioma Grading Using Neural Architecture Search and Multi-Modal Imaging 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 10, 页码: 2570-2581
Authors:  Xiao, Anqi;  Shen, Biluo;  Shi, Xiaojing;  Zhang, Zhe;  Zhang, Zeyu;  Tian, Jie;  Ji, Nan;  Hu, Zhenhua
Favorite  |  View/Download：24/0  |  Submit date：2022/11/14
Imaging  Computer architecture  Fluorescence  Feature extraction  Surgery  Biomedical imaging  Medical diagnostic imaging  Deep learning  glioma grading  intraoperative imaging  multi-modal imaging  neural architecture search  NIR-II fluorescence imaging  
基于深度神经网络结构搜索的术中脑胶质瘤诊断方法研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  沈碧螺
Adobe PDF(2942Kb)  |  Favorite  |  View/Download：65/4  |  Submit date：2022/06/15
脑胶质瘤  深度学习  近红外二区荧光成像  术中病理  网络架构搜索  
Real-time intraoperative glioma diagnosis using fluorescence imaging and deep convolutional neural networks 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 卷号: 48, 期号: 11, 页码: 3482-3492
Authors:  Shen, Biluo;  Zhang, Zhe;  Shi, Xiaojing;  Cao, Caiguang;  Zhang, Zeyu;  Hu, Zhenhua;  Ji, Nan;  Tian, Jie
Adobe PDF(1209Kb)  |  Favorite  |  View/Download：147/6  |  Submit date：2021/05/17
Fluorescence imaging  Deep learning  Convolutional neural networks  Intraoperative pathology  Gliomas  
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
Adobe PDF(4435Kb)  |  Favorite  |  View/Download：60/5  |  Submit date：2021/06/16
molecular imaging, machine learning, artificial intelligence  
乳腺癌近红外激发荧光成像方法研究和临床应用探索 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  张崇
Adobe PDF(5418Kb)  |  Favorite  |  View/Download：198/2  |  Submit date：2020/06/03
近红外激发荧光成像  手术导航  图像处理  乳腺癌  
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：176/4  |  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：84/0  |  Submit date：2020/06/22
Glioma  Magnetic resonance imaging  Arterial spin labeling  Amide proton transfer  Apparent diffusion coefficient  
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)  |  Favorite  |  View/Download：139/2  |  Submit date：2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
A Deep Learning Risk Prediction Model for Overall Survival in Patients with Gastric Cancer: A Multicenter Study 期刊论文
Radiotherapy and oncology, 2020, 卷号: 150, 期号: 1, 页码: 73-80
Authors:  Zhang, Liwen;  Dong, Di;  Zhang, Wenjuan;  Hao, Xiaohan;  Fang, Mengjie;  Wang, Shuo;  Li, Wuchao;  Liu, Zaiyi;  Wang, Rongpin;  Zhou, Junlin;  Tian, Jie
View  |  Adobe PDF(1185Kb)  |  Favorite  |  View/Download：102/33  |  Submit date：2020/10/25
Gastric Cancer  
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：218/25  |  Submit date：2019/07/11
Astrocytoma  Radiomics  Nomogram  Isocitrate dehydrogenase  Survival