MichaelNgMD

PubMed

• 3 citations
  FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal.
  Lina Zhuang, Michael K. Ng> ;IEEE Transactions on Neural Networks and Learning Systems. 2021 Sep 29
• 3 citations
  Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.
  Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang> ;IEEE Transactions on Cybernetics. 2021 Sep 20
• 5 citations
  Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion.
  Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng> ;IEEE Transactions on Neural Networks and Learning Systems. 2021 Aug 31
• 4 citations
  A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing
  Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Michael K. Ng> ;IEEE Transactions on Pattern Analysis and Machine Intelligence. 2021 Jul 19
• 3 citations
  Heterogeneous Domain Adaptation by Information Capturing and Distribution Matching
  Hanrui Wu, Hong Zhu, Yuguang Yan, Jiaju Wu, Yifan Zhang, Michael K. Ng> ;IEEE Transactions on Image Processing. 2021 Jul 8
• 28 citations
  Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment.
  Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang> ;IEEE Transactions on Neural Networks and Learning Systems. 2021 Mar 17
• 5 citations
  Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform
  Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng> ;IEEE Transactions on Image Processing. 2021 Mar 8
• 4 citations
  Low Rank Tensor Completion with Poisson Observations.
  Xiongjun Zhang, Michael K. Ng> ;IEEE Transactions on Pattern Analysis and Machine Intelligence. 2021 Feb 15
• 5 citations
  Dimensionality reduction for single cell RNA sequencing data using constrained robust non-negative matrix factorization.
  Shu-Qin Zhang, Liu Yang, Jinwen Yang, Zhixiang Lin, Michael K. Ng> ;NAR Genomics and Bioinformatics. 2020 Aug 28
• 41 citations
  Development and validation of prognosis model of mortality risk in patients with COVID-19.
  Xuedi Ma, Michael K. Ng, Shuang Xu, Zhouming Xu, Hui Qiu, Yuwei Liu, Jiayou Lyu, Jiwen You, Peng Zhao, Shihao Wang, Yunfei Tang, Hao Cui, Changxiao Yu, Feng Wang, Fei ...> ;Epidemiology and Infection. 2020 Aug 4
• 23 citations
  Clinical manifestation and neonatal outcomes of pregnant patients with coronavirus disease 2019 pneumonia in Wuhan, China
  Shuang Xu, Fei Shao, Banghe Bao, Xuedi Ma, Zhouming Xu, Jiwen You, Peng Zhao, Yuwei Liu, Michael K. Ng, Hao Cui, Changxiao Yu, Qing Zhang, Dandan Li, Ziren Tang, Peng Sun> ;Open Forum Infectious Diseases. 2020 Jul 5
• 4 citations
  Structured Dictionary Learning for Image Denoising Under Mixed Gaussian and Impulse Noise
  Hong Zhu, Michael K. Ng> ;IEEE Transactions on Image Processing. 2020 May 12
• 194 citations
  In-hospital cardiac arrest outcomes among patients with COVID-19 pneumonia in Wuhan, China.
  Fei Shao, Shuang Xu, Xuedi Ma, Zhouming Xu, Jiayou Lyu, Michael K. Ng, Hao Cui, Changxiao Yu, Qing Zhang, Peng Sun, Ziren Tang> ;Resuscitation. 2020 Apr 10
• 1 citations
  Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering
  Ye Liu, Michael K. Ng, Stephen Wu> ;IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2020 Mar 1
• 21 citations
  3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model
  Jin Zeng, Gene Cheung, Michael K. Ng, Jiahao Pang, Cheng Yang> ;IEEE Transactions on Image Processing. 2020 Jan 1
• Comparison of three undersampling approaches in computed tomography reconstruction.
  Chenyang Shen, Yifei Lou, Liyuan Chen, Tieyong Zeng, Michael K. Ng, Lei Zhu, Xun Jia> ;Quantitative Imaging in Medicine and Surgery. 2019 Jul 1
• 12 citations
  Tensor-Based Low-Dimensional Representation Learning for Multi-View Clustering
  Miaomiao Cheng, Liping Jing, Michael K. Ng> ;IEEE Transactions on Image Processing. 2019 May 1
• 5 citations
  On predicting epithelial mesenchymal transition by integrating RNA-binding proteins and correlation data via L 1/2 -regularization method
  Yushan Qiu, Hao Jiang, Wai-Ki Ching, Michael K. Ng> ;Artificial Intelligence in Medicine. 2019 Apr 1
• 70 citations
  Molecular subtyping of cancer: Current status and moving toward clinical applications
  Lan Zhao, Victor Ho-Fun Lee, Michael K. Ng, Hong Yan, Maarten F. Bijlsma> ;Briefings in Bioinformatics. 2019 Mar 25
• 3 citations
  Structural Similarity-Based Nonlocal Variational Models for Image Restoration
  Wei Wang, Fang Li, Michael K. Ng> ;IEEE Transactions on Image Processing. 2019 Mar 20
• 3 citations
  A Semisupervised Classification Approach for Multidomain Networks With Domain Selection
  Chuan Chen, Jingxue Xin, Yong Wang, Luonan Chen, Michael K. Ng> ;IEEE Transactions on Neural Networks and Learning Systems. 2019 Jan 1
• Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality.
  Hong Zhu, Li-Zhi Liao, Michael K. Ng> ;Neural Computation. 2018 Nov 21
• 6 citations
  Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions
  Yuguang Yan, Qingyao Wu, Mingkui Tan, Michael K. Ng, Huaqing Min, Ivor W. Tsang> ;IEEE Transactions on Neural Networks and Learning Systems. 2018 Jul 1
• 19 citations
  MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation
  Xutao Li, Michael K. Ng, Gao Cong, Yunming Ye, Qingyao Wu> ;IEEE Transactions on Neural Networks and Learning Systems. 2017 Aug 1
• 17 citations
  Drug-target interaction prediction by integrating multiview network data.
  Xin Zhang, Limin Li, Michael K. Ng, Shu-Qin Zhang> ;Computational Biology and Chemistry. 2017 Aug 1
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