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Elimination of stripe artifacts in light sheet fluorescence microscopy using an attention-based residual neural network 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 3, 页码: 1292-1311
作者:  Wei, Zechen;  Wu, Xiangjun;  Tong, Wei;  Zhang, Suhui;  Yang, Xin;  Tian, Jie;  Hui, Hui
Adobe PDF(6522Kb)  |  收藏  |  浏览/下载：270/16  |  提交时间：2022/06/06
Structure attention co-training neural network for neovascularization segmentation in intravascular optical coherence tomography 期刊论文
MEDICAL PHYSICS, 2022, 页码: 16
作者:  Wu, Xiangjun;  Zhang, Yingqian;  Zhang, Peng;  Hui, Hui;  Jing, Jing;  Tian, Feng;  Jiang, Jingying;  Yang, Xin;  Chen, Yundai;  Tian, Jie
收藏  |  浏览/下载：238/0  |  提交时间：2022/03/17
co-training  IVOCT  neovascularization segmentation  structural attention mechanism  
Image-to-Images Translation for Multiple Virtual Histological Staining of Unlabeled Human Carotid Atherosclerotic Tissue 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2021, 页码: 11
作者:  Zhang, Guanghao;  Ning, Bin;  Hui, Hui;  Yu, Tengfei;  Yang, Xin;  Zhang, Hongxia;  Tian, Jie;  He, Wen
收藏  |  浏览/下载：304/0  |  提交时间：2021/12/28
Multiple virtual histological staining  Pix2pix network  Human carotid atheroma  Blind evaluation  Bright-field microscopic imaging  
Multi-Focus Network to Decode Imaging Phenotype for Overall Survival Prediction of Gastric Cancer Patients 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 10, 页码: 3933-3942
作者:  Zhang, Liwen;  Dong, Di;  Zhong, Lianzhen;  Li, Cong;  Hu, Chaoen;  Yang, Xin;  Liu, Zaiyi;  Wang, Rongpin;  Zhou, Junlin;  Tian, Jie
收藏  |  浏览/下载：288/0  |  提交时间：2021/12/28
Hazards  Feature extraction  Computed tomography  Cancer  Radiomics  Indexes  Bioinformatics  Overall survival  gastric cancer  multi-level  CT image  deep learning  
Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data 期刊论文
Photoacoustics, 2020, 卷号: 19, 期号: 19, 页码: 100190
作者:  Tong Tong;  Wenhui Huang;  Kun Wang;  Zicong He;  Lin Yin;  Xin Yang;  Shuixing Zhang;  Jie Tian
Adobe PDF(9199Kb)  |  收藏  |  浏览/下载：241/69  |  提交时间：2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
Cascaded one-shot deformable convolutional neural networks: Developing a deep learning model for respiratory motion estimation in ultrasound sequences 期刊论文
Medical Image Analysis, 2020, 卷号: 65, 期号: 65, 页码: 101793
作者:  Fei Liu;  Dan Liu;  Jie Tian;  Xiaoyan Xie;  Xin Yang;  Wang K(王坤)
浏览  |  Adobe PDF(3180Kb)  |  收藏  |  浏览/下载：220/61  |  提交时间：2020/11/02
Ultrasound sequence  Respiratory motion estimation  Cascaded Siamese network  One-shot deformable convolution  
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography 期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
作者:  Fei Liu;  Wang K(王坤);  Dan Liu;  Xin Yang;  Jie Tian
Adobe PDF(3848Kb)  |  收藏  |  浏览/下载：467/121  |  提交时间：2020/11/02
2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
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
作者:  Meng, Hui;  Gao, Yuan;  Yang, Xin;  Wang, Kun;  Tian, Jie
Adobe PDF(4698Kb)  |  收藏  |  浏览/下载：313/81  |  提交时间：2020/04/29
Fluorescence Tomography  Machine Learning  Brain  
Multiscale imaging of colitis in mice using confocal laser endomicroscopy, light-sheet fluorescence microscopy, and magnetic resonance imaging 期刊论文
JOURNAL OF BIOMEDICAL OPTICS, 2019, 卷号: 24, 期号: 1, 页码: 8
作者:  Li, Tianmeng;  Hui, Hui;  Hu, Chaoen;  Ma, He;  Yang, Xin;  Tian, Jie
Adobe PDF(7043Kb)  |  收藏  |  浏览/下载：478/105  |  提交时间：2019/07/12
multimodality imaging  confocal laser endomicroscopy  light-sheet fluorescence microscopy  magnetic resonance imaging  inflammatory bowel disease