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Automatic segmentation of intracerebral hemorrhage in CT images using encoder-decoder convolutional neural network 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2020, 卷号: 57, 期号: 6, 页码: 16
Authors:  Hu, Kai;  Chen, Kai;  He, Xizhi;  Zhang, Yuan;  Chen, Zhineng;  Li, Xuanya;  Gao, Xieping
Favorite  |  View/Download:0/0  |  Submit date:2021/01/06
Intracerebral hemorrhage  Segmentation  Convolutional neural networks  Multi-scale features  Data imbalance  
Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Scale-Dependent Lyapunov Exponent 期刊论文
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2020, 卷号: 8, 页码: 14
Authors:  Li, Qiong;  Gao, Jianbo;  Huang, Qi;  Wu, Yuan;  Xu, Bo
Favorite  |  View/Download:0/0  |  Submit date:2021/01/07
EEG  epileptiform discharges  power spectral density (PSD)  scale-dependent Lyapunov exponent (SDLE)  random forest classifier  support vector machine (SVM)  
Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Adaptive Fractal and Network Analysis: A Clinical Perspective 期刊论文
FRONTIERS IN PHYSIOLOGY, 2020, 卷号: 11, 页码: 15
Authors:  Li, Qiong;  Gao, Jianbo;  Zhang, Ziwen;  Huang, Qi;  Wu, Yuan;  Xu, Bo
Favorite  |  View/Download:6/0  |  Submit date:2020/09/28
EEG  epileptiform discharges  adaptive fractal analysis  Hurst parameter  singular value decomposition  brain network  
Precise visual distinction of brain glioma from normal tissues via targeted photoacoustic and fluorescence navigation 期刊论文
NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE, 2020, 卷号: 27, 页码: 9
Authors:  Jia, Xiaohua;  Fan, Kelong;  Zhang, Ruofei;  Zhang, Dan;  Zhang, Jianjun;  Gao, Yuan;  Zhang, Tao;  Li, Wanjun;  Li, Junlai;  Yan, Xiyun;  Tian, Jie
Favorite  |  View/Download:11/0  |  Submit date:2020/08/21
Glioma  Molecular imaging  Transferrin receptor 1  Nanoparticles  
Fluorescence Molecular Tomography Based on Group Sparsity Priori for Morphological Reconstruction of Glioma 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 5, 页码: 1429-1437
Authors:  Jiang, Shixin;  Liu, Jie;  An, Yu;  Gao, Yuan;  Meng, Hui;  Wang, Kun;  Tian, Jie
Favorite  |  View/Download:21/0  |  Submit date:2020/06/22
Fluorescence  Image reconstruction  Tumors  Reconstruction algorithms  Morphology  Photonics  Inverse problems  Fluorescence molecular tomography  group sparsity  image reconstruction  morphological reconstruction  
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 5737-5752
Authors:  Yang, Wenhan;  Yuan, Ye;  Ren, Wenqi;  Liu, Jiaying;  Scheirer, Walter J.;  Wang, Zhangyang;  Zhang, Taiheng;  Zhong, Qiaoyong;  Xie, Di;  Pu, Shiliang;  Zheng, Yuqiang;  Qu, Yanyun;  Xie, Yuhong;  Chen, Liang;  Li, Zhonghao;  Hong, Chen;  Jiang, Hao;  Yang, Siyuan;  Liu, Yan;  Qu, Xiaochao;  Wan, Pengfei;  Zheng, Shuai;  Zhong, Minhui;  Su, Taiyi;  He, Lingzhi;  Guo, Yandong;  Zhao, Yao;  Zhu, Zhenfeng;  Liang, Jinxiu;  Wang, Jingwen;  Chen, Tianyi;  Quan, Yuhui;  Xu, Yong;  Liu, Bo;  Liu, Xin;  Sun, Qi;  Lin, Tingyu;  Li, Xiaochuan;  Lu, Feng;  Gu, Lin;  Zhou, Shengdi;  Cao, Cong;  Zhang, Shifeng;  Chi, Cheng;  Zhuang, Chubing;  Lei, Zhen;  Li, Stan Z.;  Wang, Shizheng;  Liu, Ruizhe;  Yi, Dong;  Zuo, Zheming;  Chi, Jianning;  Wang, Huan;  Wang, Kai;  Liu, Yixiu;  Gao, Xingyu;  Chen, Zhenyu;  Guo, Chang;  Li, Yongzhou;  Zhong, Huicai;  Huang, Jing;  Guo, Heng;  Yang, Jianfei;  Liao, Wenjuan;  Yang, Jiangang;  Zhou, Liguo;  Feng, Mingyue;  Qin, Likun
Favorite  |  View/Download:25/0  |  Submit date:2020/06/22
Poor visibility environment  object detection  face detection  haze  rain  low-light conditions  
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
Favorite  |  View/Download:28/0  |  Submit date:2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
K-nearest Neighbor Based Locally Connected Network for Fast Morphological Reconstruction in Fluorescence Molecular Tomography 期刊论文
IEEE Transactions on Medical Imaging, 2020, 卷号: 无, 期号: 无, 页码: 无
Authors:  Meng, Hui;  Gao, Yuan;  Yang, Xin;  Wang, Kun;  Tian, Jie
View  |  Adobe PDF(4698Kb)  |  Favorite  |  View/Download:71/14  |  Submit date:2020/04/29
Fluorescence Tomography  Machine Learning  Brain  
A novel Cerenkov luminescence tomography approach using multilayer fully connected neural network 期刊论文
Physics in Medicine & Biology, 2019, 卷号: 64, 期号: 24
Authors:  Zhang,Zeyu;  Cai,Meishan;  Gao,Yuan;  Shi,Xiaojing;  Zhang,Xiaojun;  Hu,Zhenhua;  Tian,Jie
Favorite  |  View/Download:22/0  |  Submit date:2020/03/30
Cerenkov luminescence tomography (CLT)  optical reconstruction  photon propagation  neural network  inverse problem  
In vivo three-dimensional evaluation of tumour hypoxia in nasopharyngeal carcinomas using FMT-CT and MSOT 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2019, 页码: 12
Authors:  Huang, Wenhui;  Wang, Kun;  An, Yu;  Meng, Hui;  Gao, Yuan;  Xiong, Zhiyuan;  Yan, Hao;  Wang, Qian;  Cai, Xuekang;  Yang, Xin;  Zhang, Bin;  Chen, Qiuying;  Yang, Xing;  Tian, Jie;  Zhang, Shuixing
Favorite  |  View/Download:34/0  |  Submit date:2020/03/30
Nasopharyngeal carcinoma  Tumour hypoxia  Fluorescence molecular tomography  Multispectral optoacoustic tomography  Carbonic anhydrase IX