Zhang H - Search Results

1

scPROTEIN: a versatile deep graph contrastive learning framework for single-cell proteomics embedding.

Li W, Yang F, Wang F, Rong Y, Liu L, Wu B, Zhang H, Yao J. Li W, et al. Among authors: zhang h. Nat Methods. 2024 Apr;21(4):623-634. doi: 10.1038/s41592-024-02214-9. Epub 2024 Mar 19. Nat Methods. 2024. PMID: 38504113

2

Gene Expression Value Prediction Based on XGBoost Algorithm.

Li W, Yin Y, Quan X, Zhang H. Li W, et al. Among authors: zhang h. Front Genet. 2019 Nov 12;10:1077. doi: 10.3389/fgene.2019.01077. eCollection 2019. Front Genet. 2019. PMID: 31781160 Free PMC article.

3

BFENet: A two-stream interaction CNN method for multi-label ophthalmic diseases classification with bilateral fundus images.

Ou X, Gao L, Quan X, Zhang H, Yang J, Li W. Ou X, et al. Among authors: zhang h. Comput Methods Programs Biomed. 2022 Jun;219:106739. doi: 10.1016/j.cmpb.2022.106739. Epub 2022 Mar 11. Comput Methods Programs Biomed. 2022. PMID: 35344766

4

MGEGFP: a multi-view graph embedding method for gene function prediction based on adaptive estimation with GCN.

Li W, Zhang H, Li M, Han M, Yin Y. Li W, et al. Among authors: zhang h. Brief Bioinform. 2022 Sep 20;23(5):bbac333. doi: 10.1093/bib/bbac333. Brief Bioinform. 2022. PMID: 35947989

5

HDMC: a novel deep learning-based framework for removing batch effects in single-cell RNA-seq data.

Wang X, Wang J, Zhang H, Huang S, Yin Y. Wang X, et al. Among authors: zhang h. Bioinformatics. 2022 Feb 7;38(5):1295-1303. doi: 10.1093/bioinformatics/btab821. Bioinformatics. 2022. PMID: 34864918

6

A Contrastive Learning Pre-Training Method for Motif Occupancy Identification.

Lin K, Quan X, Yin W, Zhang H. Lin K, et al. Among authors: zhang h. Int J Mol Sci. 2022 Apr 24;23(9):4699. doi: 10.3390/ijms23094699. Int J Mol Sci. 2022. PMID: 35563090 Free PMC article.

7

A representation learning model based on variational inference and graph autoencoder for predicting lncRNA-disease associations.

Shi Z, Zhang H, Jin C, Quan X, Yin Y. Shi Z, et al. Among authors: zhang h. BMC Bioinformatics. 2021 Mar 21;22(1):136. doi: 10.1186/s12859-021-04073-z. BMC Bioinformatics. 2021. PMID: 33745450 Free PMC article.

8

TLCrys: Transfer Learning Based Method for Protein Crystallization Prediction.

Jin C, Shi Z, Kang C, Lin K, Zhang H. Jin C, et al. Among authors: zhang h. Int J Mol Sci. 2022 Jan 16;23(2):972. doi: 10.3390/ijms23020972. Int J Mol Sci. 2022. PMID: 35055158 Free PMC article.

9

Predicting miRNA-Disease Association Based on Neural Inductive Matrix Completion with Graph Autoencoders and Self-Attention Mechanism.

Jin C, Shi Z, Lin K, Zhang H. Jin C, et al. Among authors: zhang h. Biomolecules. 2022 Jan 2;12(1):64. doi: 10.3390/biom12010064. Biomolecules. 2022. PMID: 35053212 Free PMC article.

10

Antimicrobial peptide identification using multi-scale convolutional network.

Su X, Xu J, Yin Y, Quan X, Zhang H. Su X, et al. Among authors: zhang h. BMC Bioinformatics. 2019 Dec 23;20(1):730. doi: 10.1186/s12859-019-3327-y. BMC Bioinformatics. 2019. PMID: 31870282 Free PMC article.

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