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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  
ExomiRHub: A comprehensive database for hosting and analyzing human disease-related extracellular microRNA transcriptomics data 期刊论文
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2024, 卷号: 23, 页码: 3104-3116
作者:  Liu, Yang;  Min, Zhuochao;  Mo, Jing;  Ju, Zhen;  Chen, Jianliang;  Liang, Weiling;  Zhang, Lantian;  Li, Hanguang;  Chan, Godfrey Chi-Fung;  Wei, Yanjie;  Zhang, Wenliang
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
MiRNA  Extracellular vesicle  Exosome  Cancer  Liquid biopsy  
OS-SSVEP: One-shot SSVEP classification 期刊论文
NEURAL NETWORKS, 2024, 卷号: 180, 页码: 12
作者:  Deng, Yang;  Ji, Zhiwei;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载：6/0  |  提交时间：2024/12/06
Brain-computer interface (BCI)  Steady-state visual evoked potential (SSVEP)  One-shot classification  Transfer learning  Data augmentation  
BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:  Wu, Donglei;  Yang, Weihao;  Zou, Xiangyu;  Feng, Hao;  Tao, Dingwen;  Li, Shiyi;  Xia, Wen;  Fang, Binxing
收藏  |  浏览/下载：8/0  |  提交时间：2024/12/06
Indexes  Costs  Computational modeling  Distance learning  Computer aided instruction  Training  Tensors  Distributed learning  communication compression  random sampling  neural network  
Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 11, 页码: 7136-7153
作者:  Cao, Yukun;  Feng, Yuan;  Wang, Hairu;  Xie, Xike;  Zhou, S. Kevin
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
sketches  meta-learning  Neural data structure  memory-augmented neural networks  memory-augmented neural networks  meta-learning  memory-augmented neural networks  
Accurate Calculation of Interatomic Forces with Neural Networks Based on a Generative Transformer Architecture 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2024, 页码: 10
作者:  Lai, Juntao;  Kan, Bowen;  Wu, Yangjun;  Fu, Qiang;  Shang, Honghui;  Li, Zhenyu;  Yang, Jinlong
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
Addressing fairness issues in deep learning-based medical image analysis: a systematic review 期刊论文
NPJ DIGITAL MEDICINE, 2024, 卷号: 7, 期号: 1, 页码: 16
作者:  Xu, Zikang;  Li, Jun;  Yao, Qingsong;  Li, Han;  Zhao, Mingyue;  Zhou, S. Kevin
收藏  |  浏览/下载：10/0  |  提交时间：2024/12/06
Listwise Generative Retrieval Models via a Sequential Learning Process 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 5, 页码: 31
作者:  Tang, Yubao;  Zhang, Ruqing;  Guo, Jiafeng;  De Rijke, Maarten;  Chen, Wei;  Cheng, Xueqi
收藏  |  浏览/下载：5/0  |  提交时间：2024/12/06
Document retrieval  generative retrieval  listwise approach  
MRDPDA: A multi-Laplacian regularized deepFM model for predicting piRNA-disease associations 期刊论文
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2024, 卷号: 28, 期号: 17, 页码: 13
作者:  Liu, Yajun;  Zhang, Fan;  Ding, Yulian;  Fei, Rong;  Li, Junhuai;  Wu, Fang-Xiang
收藏  |  浏览/下载：6/0  |  提交时间：2024/12/06
DeepFM  Laplacian regularized  piRNA  piRNA-disease association  
Structural Brain Connectivity Guided Optimal Contact Selection for Deep Brain Stimulation of the Subthalamic Nucleus 期刊论文
WORLD NEUROSURGERY, 2024, 卷号: 188, 页码: E546-E554
作者:  Liu, Jiali;  Chen, Shouxuan;  Chen, Jianwei;  Wang, Bo;  Zhang, Qiusheng;  Xiao, Linxia;  Cai, Xiaodong;  Zhang, Doudou
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
Convolutional neural network  Optimal contact selection  Parkinson disease  Structural brain connectivity  STN-DBS surgery  Volumes of tissue activated