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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:3/0  |  提交时间:2024/12/06
Retinal imaging  OCT image reconstruction  Resolution  Self-supervised learning  Prior guidance  
GPCR-BSD: a database of binding sites of human G-protein coupled receptors under diverse states 期刊论文
BMC BIOINFORMATICS, 2024, 卷号: 25, 期号: 1, 页码: 16
作者:  Liu, Fan;  Zhou, Han;  Li, Xiaonong;  Zhou, Liangliang;  Yu, Chungong;  Zhang, Haicang;  Bu, Dongbo;  Liang, Xinmiao
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
G-protein coupled receptor  State-specific structure  Binding site  Key residue  Database  
GeneCompass: deciphering universal gene regulatory mechanisms with a knowledge-informed cross-species foundation model 期刊论文
CELL RESEARCH, 2024, 页码: 16
作者:  Yang, Xiaodong;  Liu, Guole;  Feng, Guihai;  Bu, Dechao;  Wang, Pengfei;  Jiang, Jie;  Chen, Shubai;  Yang, Qinmeng;  Miao, Hefan;  Zhang, Yiyang;  Man, Zhenpeng;  Liang, Zhongming;  Wang, Zichen;  Li, Yaning;  Li, Zheng;  Liu, Yana;  Tian, Yao;  Liu, Wenhao;  Li, Cong;  Li, Ao;  Dong, Jingxi;  Hu, Zhilong;  Fang, Chen;  Cui, Lina;  Deng, Zixu;  Jiang, Haiping;  Cui, Wentao;  Zhang, Jiahao;  Yang, Zhaohui;  Li, Handong;  He, Xingjian;  Zhong, Liqun;  Zhou, Jiaheng;  Wang, Zijian;  Long, Qingqing;  Xu, Ping;  Wang, Hongmei;  Meng, Zhen;  Wang, Xuezhi;  Wang, Yangang;  Wang, Yong;  Zhang, Shihua;  Guo, Jingtao;  Zhao, Yi;  Zhou, Yuanchun;  Li, Fei;  Liu, Jing;  Chen, Yiqiang;  Yang, Ge;  Li, Xin
收藏  |  浏览/下载:4/0  |  提交时间:2024/12/06
General Purpose Deep Learning Accelerator Based on Bit Interleaving 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1470-1483
作者:  Chang, Liang;  Lu, Hang;  Li, Chenglong;  Zhao, Xin;  Hu, Zhicheng;  Zhou, Jun;  Li, Xiaowei
收藏  |  浏览/下载:4/0  |  提交时间:2024/12/06
Synchronization  Parallel processing  Computational modeling  Training  Pragmatics  Power demand  Hardware acceleration  Accelerator  bit-level sparsity  deep neural network (DNN)  
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 5, 页码: 1546-1562
作者:  Qiao, Pengchong;  Li, Han;  Song, Guoli;  Han, Hu;  Gao, Zhiqiang;  Tian, Yonghong;  Liang, Yongsheng;  Li, Xi;  Zhou, S. Kevin;  Chen, Jie
收藏  |  浏览/下载:21/0  |  提交时间:2023/12/04
Lesions  Image segmentation  Computed tomography  Uncertainty  Training  Predictive models  Data models  Semi-supervised learning  lesion segmentation  unreliable pseudo labels  
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:15/0  |  提交时间:2023/12/04
Mass spectrometry imaging  Deep neural networks  Feature extraction  Pathway analysis  Aging  
Deep images enhancement for turbid underwater images based on unsupervised learning 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 卷号: 202, 页码: 10
作者:  Zhou, Wen-Hui;  Zhu, Deng-Ming;  Shi, Min;  Li, Zhao-Xin;  Duan, Ming;  Wang, Zhao-Qi;  Zhao, Guo-Liang;  Zheng, Cheng-Dong
收藏  |  浏览/下载:20/0  |  提交时间:2023/07/12
Image enhancement  Visual perception  Underwater dataset  Deep learning  
Breast Cancer Molecular Subtype Prediction on Pathological Images with Discriminative Patch Selection and Multi-Instance Learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 11
作者:  Liu, Hong;  Xu, Wen-Dong;  Shang, Zi-Hao;  Wang, Xiang-Dong;  Zhou, Hai-Yan;  Ma, Ke-Wen;  Zhou, Huan;  Qi, Jia-Lin;  Jiang, Jia-Rui;  Tan, Li-Lan;  Zeng, Hui-Min;  Cai, Hui-Juan;  Wang, Kuan-Song;  Qian, Yue-Liang
收藏  |  浏览/下载:36/0  |  提交时间:2022/12/07
pathological image  weakly supervised learning  molecular subtype  breast cancer  H&E  
Semi-supervised anomaly detection in dynamic communication networks 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 571, 页码: 527-542
作者:  Meng, Xuying;  Wang, Suhang;  Liang, Zhimin;  Yao, Di;  Zhou, Jihua;  Zhang, Yujun
收藏  |  浏览/下载:48/0  |  提交时间:2021/12/01
Anomaly detection  Semi-supervised learning  Generative adversarial networks  Self-learning  
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 7, 页码: 1898-1910
作者:  Wei, Xiao-Yong;  Yang, Zhen-Qun;  Zhang, Xu-Lu;  Liao, Ga;  Sheng, Ai-Lin;  Zhou, S. Kevin;  Wu, Yongkang;  Du, Liang
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
Tensors  Visualization  Computational modeling  Proteins  Analytical models  Logic gates  Backtracking  Immunofixation Electrophoresis  deep collocative learning  coached attention gates