Zheng S - Search Results

1

AlphaFold2-aware protein-DNA binding site prediction using graph transformer.

Yuan Q, Chen S, Rao J, Zheng S, Zhao H, Yang Y. Yuan Q, et al. Among authors: zheng s. Brief Bioinform. 2022 Mar 10;23(2):bbab564. doi: 10.1093/bib/bbab564. Brief Bioinform. 2022. PMID: 35039821

2

QBMG: quasi-biogenic molecule generator with deep recurrent neural network.

Zheng S, Yan X, Gu Q, Yang Y, Du Y, Lu Y, Xu J. Zheng S, et al. J Cheminform. 2019 Jan 17;11(1):5. doi: 10.1186/s13321-019-0328-9. J Cheminform. 2019. PMID: 30656426 Free PMC article.

3

Identifying Structure-Property Relationships through SMILES Syntax Analysis with Self-Attention Mechanism.

Zheng S, Yan X, Yang Y, Xu J. Zheng S, et al. J Chem Inf Model. 2019 Feb 25;59(2):914-923. doi: 10.1021/acs.jcim.8b00803. Epub 2019 Feb 6. J Chem Inf Model. 2019. PMID: 30669836

4

Predicting Retrosynthetic Reactions Using Self-Corrected Transformer Neural Networks.

Zheng S, Rao J, Zhang Z, Xu J, Yang Y. Zheng S, et al. J Chem Inf Model. 2020 Jan 27;60(1):47-55. doi: 10.1021/acs.jcim.9b00949. Epub 2019 Dec 24. J Chem Inf Model. 2020. PMID: 31825611

5

PharmKG: a dedicated knowledge graph benchmark for bomedical data mining.

Zheng S, Rao J, Song Y, Zhang J, Xiao X, Fang EF, Yang Y, Niu Z. Zheng S, et al. Brief Bioinform. 2021 Jul 20;22(4):bbaa344. doi: 10.1093/bib/bbaa344. Brief Bioinform. 2021. PMID: 33341877

6

Structure-aware protein solubility prediction from sequence through graph convolutional network and predicted contact map.

Chen J, Zheng S, Zhao H, Yang Y. Chen J, et al. Among authors: zheng s. J Cheminform. 2021 Feb 8;13(1):7. doi: 10.1186/s13321-021-00488-1. J Cheminform. 2021. PMID: 33557952 Free PMC article.

7

Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images.

Song Y, Zheng S, Li L, Zhang X, Zhang X, Huang Z, Chen J, Wang R, Zhao H, Chong Y, Shen J, Zha Y, Yang Y. Song Y, et al. Among authors: zheng s. IEEE/ACM Trans Comput Biol Bioinform. 2021 Nov-Dec;18(6):2775-2780. doi: 10.1109/TCBB.2021.3065361. Epub 2021 Dec 8. IEEE/ACM Trans Comput Biol Bioinform. 2021. PMID: 33705321 Free PMC article.

8

Meta Learning for Low-Resource Molecular Optimization.

Wang J, Zheng S, Chen J, Yang Y. Wang J, et al. Among authors: zheng s. J Chem Inf Model. 2021 Apr 26;61(4):1627-1636. doi: 10.1021/acs.jcim.0c01416. Epub 2021 Mar 17. J Chem Inf Model. 2021. PMID: 33729779

9

To Improve Prediction of Binding Residues With DNA, RNA, Carbohydrate, and Peptide Via Multi-Task Deep Neural Networks.

Sun Z, Zheng S, Zhao H, Niu Z, Lu Y, Pan Y, Yang Y. Sun Z, et al. Among authors: zheng s. IEEE/ACM Trans Comput Biol Bioinform. 2022 Nov-Dec;19(6):3735-3743. doi: 10.1109/TCBB.2021.3118916. Epub 2022 Dec 8. IEEE/ACM Trans Comput Biol Bioinform. 2022. PMID: 34637380

10

Deep scaffold hopping with multimodal transformer neural networks.

Zheng S, Lei Z, Ai H, Chen H, Deng D, Yang Y. Zheng S, et al. J Cheminform. 2021 Nov 13;13(1):87. doi: 10.1186/s13321-021-00565-5. J Cheminform. 2021. PMID: 34774103 Free PMC article.

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