Shixiong Zhang
Affiliations: | 2017-2020 | Computer Science | City University of Hong Kong, Kowloon, Hong Kong |
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Publications
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| Liu Z, Wong HM, Chen X, et al. (2023) MotifHub: Detection of trans-acting DNA motif group with probabilistic modeling algorithm. Computers in Biology and Medicine. 168: 107753 |
| Lan M, Zhang S, Gao L. (2023) Efficient Generation of Paired Single-Cell Multiomics Profiles by Deep Learning. Advanced Science (Weinheim, Baden-Wurttemberg, Germany). e2301169 |
| Zhang S, Li X, Lin J, et al. (2023) Review of Single-cell RNA-seq Data Clustering for Cell Type Identification and Characterization. Rna (New York, N.Y.) |
| Yu Z, Su Y, Lu Y, et al. (2023) Topological identification and interpretation for single-cell gene regulation elucidation across multiple platforms using scMGCA. Nature Communications. 14: 400 |
| Su Y, Wang F, Zhang S, et al. (2022) scWMC: Weighted Matrix Completion-based Imputation of scRNA-seq Data via Prior Subspace Information. Bioinformatics (Oxford, England) |
| Li X, Li S, Huang L, et al. (2021) High-throughput single-cell RNA-seq data imputation and characterization with surrogate-assisted automated deep learning. Briefings in Bioinformatics |
| Lin J, Huang L, Chen X, et al. (2021) DeepMotifSyn: a deep learning approach to synthesize heterodimeric DNA motifs. Briefings in Bioinformatics |
| Yu Z, Bian C, Liu G, et al. (2021) Elucidating transcriptomic profiles from single-cell RNA sequencing data using nature-inspired compressed sensing. Briefings in Bioinformatics |
| Li X, Zhang S, Wong KC. (2021) Deep embedded clustering with multiple objectives on scRNA-seq data. Briefings in Bioinformatics |
| Li X, Li S, Wang Y, et al. (2020) Identification of pan-cancer Ras pathway activation with deep learning. Briefings in Bioinformatics |