Guan RC - Search Results

1

A multi-task prediction method based on neighborhood structure embedding and signed graph representation learning to infer the relationship between circRNA, miRNA, and cancer.

Huang L, Wang XF, Wang Y, Guan RC, Sheng N, Xie XP, Wang L, Zhao ZQ. Huang L, et al. Among authors: guan rc. Brief Bioinform. 2024 Sep 23;25(6):bbae573. doi: 10.1093/bib/bbae573. Brief Bioinform. 2024. PMID: 39523622 Free PMC article.

2

Multi-view learning framework for predicting unknown types of cancer markers via directed graph neural networks fitting regulatory networks.

Wang XF, Huang L, Wang Y, Guan RC, You ZH, Sheng N, Xie XP, Hou WJ. Wang XF, et al. Among authors: guan rc. Brief Bioinform. 2024 Sep 23;25(6):bbae546. doi: 10.1093/bib/bbae546. Brief Bioinform. 2024. PMID: 39470307 Free PMC article.

3

A multichannel graph neural network based on multisimilarity modality hypergraph contrastive learning for predicting unknown types of cancer biomarkers.

Wang XF, Huang L, Wang Y, Guan RC, You ZH, Sheng N, Xie XP, Yang QX. Wang XF, et al. Among authors: guan rc. Brief Bioinform. 2024 Sep 23;25(6):bbae575. doi: 10.1093/bib/bbae575. Brief Bioinform. 2024. PMID: 39523624 Free PMC article.

4

Multi-Omics Profiling Unveils the Complexity and Dynamics of Immune Infiltrates in Intrahepatic Cholangiocarcinoma.

Li X, Wang Y, Guan R, Sheng N, Zhang S. Li X, et al. Biology (Basel). 2024 Oct 11;13(10):816. doi: 10.3390/biology13100816. Biology (Basel). 2024. PMID: 39452125 Free PMC article.

5

A Knowledge Base Completion Model Based on Path Feature Learning.

Lin X, Liang Y, Wang L, Wang X, Yang M, Guan R. Lin X, et al. Int J Comput Commun Control. 2018 Feb;13(1):71-82. doi: 10.15837/ijccc.2018.1.3104. Int J Comput Commun Control. 2018. PMID: 35832868 Free PMC article.

6

MSI-DTI: predicting drug-target interaction based on multi-source information and multi-head self-attention.

Zhao W, Yu Y, Liu G, Liang Y, Xu D, Feng X, Guan R. Zhao W, et al. Brief Bioinform. 2024 Mar 27;25(3):bbae238. doi: 10.1093/bib/bbae238. Brief Bioinform. 2024. PMID: 38762789 Free PMC article.

7

Discovering trends and hotspots of biosafety and biosecurity research via machine learning.

Guan R, Pang H, Liang Y, Shao Z, Gao X, Xu D, Feng X. Guan R, et al. Brief Bioinform. 2022 Sep 20;23(5):bbac194. doi: 10.1093/bib/bbac194. Brief Bioinform. 2022. PMID: 35596953 Free PMC article.

8

Multi-label Deep Learning for Gene Function Annotation in Cancer Pathways.

Guan R, Wang X, Yang MQ, Zhang Y, Zhou F, Yang C, Liang Y. Guan R, et al. Sci Rep. 2018 Jan 10;8(1):267. doi: 10.1038/s41598-017-17842-9. Sci Rep. 2018. PMID: 29321535 Free PMC article.

9

A hotspots analysis-relation discovery representation model for revealing diabetes mellitus and obesity.

He G, Liang Y, Chen Y, Yang W, Liu JS, Yang MQ, Guan R. He G, et al. BMC Syst Biol. 2018 Dec 14;12(Suppl 7):116. doi: 10.1186/s12918-018-0640-4. BMC Syst Biol. 2018. PMID: 30547805 Free PMC article.

10

Tri-mean-based statistical differential gene expression detection.

Ji Z, Wu C, Wang Y, Guan R, Tu H, Wu X, Liang Y. Ji Z, et al. Int J Data Min Bioinform. 2012;6(3):255-71. doi: 10.1504/ijdmb.2012.049245. Int J Data Min Bioinform. 2012. PMID: 23155761

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