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O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision 期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 99, 页码: 16
作者:  Li, Kaiyan;  Yang, Jingyuan;  Liang, Wenxuan;  Li, Xingde;  Zhang, Chenxi;  Chen, Lulu;  Wu, Chan;  Zhang, Xiao;  Xu, Zhiyan;  Wang, Yueling;  Meng, Lihui;  Zhang, Yue;  Chen, Youxin;  Zhou, S. Kevin
收藏  |  浏览/下载：12/0  |  提交时间：2024/12/06
Retinal imaging  OCT image reconstruction  Resolution  Self-supervised learning  Prior guidance  
Medical image reconstruction with multi-level deep learning denoiser and tight frame regularization 期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2024, 卷号: 477, 页码: 19
作者:  Wu, Tingting;  Huang, Chaoyan;  Jia, Shilong;  Li, Wei;  Chan, Raymond;  Zeng, Tieyong;  Zhou, S. Kevin
收藏  |  浏览/下载：10/0  |  提交时间：2024/12/06
Medical image reconstruction  Multi-level wavelet convolutional neural  network  Tight frame  Proximal alternating minimization  Magnetic resonance imaging  Positron emission tomography  
Automated Segmentation and Classification of Knee Synovitis Based on MRI Using Deep Learning 期刊论文
ACADEMIC RADIOLOGY, 2024, 卷号: 31, 期号: 4, 页码: 1518-1527
作者:  Wang, Qizheng;  Yao, Meiyi;  Song, Xinhang;  Liu, Yandong;  Xing, Xiaoying;  Chen, Yongye;  Zhao, Fangbo;  Liu, Ke;  Cheng, Xiaoguang;  Jiang, Shuqiang;  Lang, Ning
收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06
Knee  Synovitis  Magnetic resonance imaging  Deep learning  Diagnosis  
Towards interpretable imaging genomics analysis: Methodological developments and applications 期刊论文
INFORMATION FUSION, 2024, 卷号: 102, 页码: 18
作者:  Cen, Xiaoping;  Dong, Wei;  Lv, Wei;  Zhao, Yi;  Dubee, Fred;  Mentis, Alexios-Fotios A.;  Jovic, Dragomirka;  Yang, Huanming;  Li, Yixue
收藏  |  浏览/下载：26/0  |  提交时间：2023/12/04
Interpretability  Imaging genomics  Genotype -phenotype association  Precision medicine  
Free water alterations in different inflammatory subgroups in schizophrenia 期刊论文
BRAIN BEHAVIOR AND IMMUNITY, 2024, 卷号: 115, 页码: 557-564
作者:  Wu, Dongsheng;  Wu, Qi;  Li, Fei;  Wang, Yaxuan;  Zeng, Jiaxin;  Tang, Biqiu;  Bishop, Jeffrey R.;  Xiao, Li;  Lui, Su
收藏  |  浏览/下载：16/0  |  提交时间：2024/05/20
Diffusion tension imaging  Free water  Inflammation  Cluster analysis  Schizophrenia  
Deep Learning-Based Near-Infrared Hyperspectral Imaging for Food Nutrition Estimation 期刊论文
FOODS, 2023, 卷号: 12, 期号: 17, 页码: 15
作者:  Li, Tianhao;  Wei, Wensong;  Xing, Shujuan;  Min, Weiqing;  Zhang, Chunjiang;  Jiang, Shuqiang
收藏  |  浏览/下载：21/0  |  提交时间：2023/12/04
deep learning  near-infrared hyperspectral imaging  food nutrition estimation  wavelength selection  
Freespace Optical Flow Modeling for Automated Driving 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 10
作者:  Feng, Yi;  Zhang, Ruge;  Du, Jiayuan;  Chen, Qijun;  Fan, Rui
收藏  |  浏览/下载：15/0  |  提交时间：2024/05/20
Optical imaging  Cameras  Estimation  Optical computing  Optical flow  Mathematical models  Geometrical optics  Automated driving  autonomous driving perception  freespace  optical flow  vehicle localization  
GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 6, 页码: 1875-1884
作者:  Hu, Xiaoyan;  Zhang, Ling-Xiao;  Gao, Lin;  Dai, Weiwei;  Han, Xiaoguang;  Lai, Yu-Kun;  Chen, Yiqiang
收藏  |  浏览/下载：24/0  |  提交时间：2023/12/04
Transformers  Feature extraction  Predictive models  Image segmentation  Deep learning  Biomedical imaging  Task analysis  Glaucoma forecast  transformer  attention mechanism  fundus image  
XAI-enabled neural network analysis of metabolite spatial distributions 期刊论文
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2023, 页码: 12
作者:  Ma, Wenwu;  Luo, Lanfang;  Liang, Kun;  Liu, Taoyan;  Su, Jiali;  Wang, Yuefan;  Li, Jun;  Zhou, S. Kevin;  Shyh-Chang, Ng
收藏  |  浏览/下载：21/0  |  提交时间：2023/12/04
Mass spectrometry imaging  Deep neural networks  Feature extraction  Pathway analysis  Aging  
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 85, 页码: 38
作者:  Li, Jun;  Chen, Junyu;  Tang, Yucheng;  Wang, Ce;  Landman, Bennett A.;  Zhou, S. Kevin
收藏  |  浏览/下载：25/0  |  提交时间：2023/12/04
Transformer  Medical imaging  Survey