Complex brain network analysis and its applications to brain disorders: a survey J Liu, M Li, Y Pan, W Lan, R Zheng, FX Wu, J Wang Complexity 2017, 2017 | 167 | 2017 |
SinNLRR: a robust subspace clustering method for cell type detection by non-negative and low-rank representation R Zheng, M Li, Z Liang, FX Wu, Y Pan, J Wang Bioinformatics 35 (19), 3642-3650, 2019 | 131 | 2019 |
Network-based methods for predicting essential genes or proteins: a survey X Li, W Li, M Zeng, R Zheng, M Li Briefings in bioinformatics 21 (2), 566-583, 2020 | 121 | 2020 |
Effective identification of essential proteins based on priori knowledge, network topology and gene expressions M Li, R Zheng, H Zhang, J Wang, Y Pan Methods 67 (3), 325-333, 2014 | 106 | 2014 |
DeepDSC: a deep learning method to predict drug sensitivity of cancer cell lines M Li, Y Wang, R Zheng, X Shi, Y Li, FX Wu, J Wang IEEE/ACM transactions on computational biology and bioinformatics 18 (2 …, 2019 | 105 | 2019 |
BiXGBoost: a scalable, flexible boosting-based method for reconstructing gene regulatory networks R Zheng, M Li, X Chen, FX Wu, Y Pan, J Wang Bioinformatics 35 (11), 1893-1900, 2019 | 66 | 2019 |
Association of germline variants in natural killer cells with tumor immune microenvironment subtypes, tumor-infiltrating lymphocytes, immunotherapy response, clinical outcomes … X Xu, J Li, J Zou, X Feng, C Zhang, R Zheng, W Duanmu, A Saha-Mandal, ... JAMA network open 2 (9), e199292-e199292, 2019 | 44 | 2019 |
KGANCDA: predicting circRNA-disease associations based on knowledge graph attention network W Lan, Y Dong, Q Chen, R Zheng, J Liu, Y Pan, YPP Chen Briefings in Bioinformatics 23 (1), bbab494, 2022 | 43 | 2022 |
Identification of protein complexes by using a spatial and temporal active protein interaction network M Li, X Meng, R Zheng, FX Wu, Y Li, Y Pan, J Wang IEEE/ACM transactions on computational biology and bioinformatics 17 (3 …, 2017 | 43 | 2017 |
scGMAI: a Gaussian mixture model for clustering single-cell RNA-Seq data based on deep autoencoder B Yu, C Chen, R Qi, R Zheng, PJ Skillman-Lawrence, X Wang, A Ma, ... Briefings in Bioinformatics 22 (4), bbaa316, 2021 | 41 | 2021 |
DPCMNE: detecting protein complexes from protein-protein interaction networks via multi-level network embedding X Meng, J Xiang, R Zheng, FX Wu, M Li IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (3 …, 2021 | 36 | 2021 |
A data-driven clustering recommendation method for single-cell RNA-sequencing data Y Tian, R Zheng, Z Liang, S Li, FX Wu, M Li Tsinghua Science and Technology 26 (5), 772-789, 2021 | 31 | 2021 |
A novel method of gene regulatory network structure inference from gene knock-out expression data X Chen, M Li, R Zheng, S Zhao, FX Wu, Y Li, J Wang Tsinghua Science and Technology 24 (4), 446-455, 2019 | 26 | 2019 |
Prioritizing disease genes by using search engine algorithm M Li, R Zheng, Q Li, J Wang, FX Wu, Z Zhang Current Bioinformatics 11 (2), 195-202, 2016 | 26 | 2016 |
NIDM: network impulsive dynamics on multiplex biological network for disease-gene prediction J Xiang, J Zhang, R Zheng, X Li, M Li Briefings in Bioinformatics 22 (5), bbab080, 2021 | 24 | 2021 |
SSRE: cell type detection based on sparse subspace representation and similarity enhancement Z Liang, M Li, R Zheng, Y Tian, X Yan, J Chen, FX Wu, J Wang Genomics, proteomics & bioinformatics 19 (2), 282-291, 2021 | 24 | 2021 |
An adaptive sparse subspace clustering for cell type identification R Zheng, Z Liang, X Chen, Y Tian, C Cao, M Li Frontiers in genetics 11, 407, 2020 | 22 | 2020 |
MGT-SM: a method for constructing cellular signal transduction networks M Li, R Zheng, Y Li, FX Wu, J Wang IEEE/ACM transactions on computational biology and bioinformatics 16 (2 …, 2017 | 22 | 2017 |
An ensemble method to reconstruct gene regulatory networks based on multivariate adaptive regression splines R Zheng, M Li, X Chen, S Zhao, FX Wu, Y Pan, J Wang IEEE/ACM transactions on computational biology and bioinformatics 18 (1 …, 2019 | 20 | 2019 |
Key residues influencing binding affinities of 2019-nCoV with ACE2 in different species S Fang, R Zheng, C Lei, J Wang, R Zheng, M Li Briefings in bioinformatics 22 (2), 963-975, 2021 | 12 | 2021 |