Nguyen CH - Search Results

1

Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions.

Nguyen DA, Nguyen CH, Mamitsuka H. Nguyen DA, et al. Among authors: nguyen ch. IEEE Trans Neural Netw Learn Syst. 2023 Apr 3;PP. doi: 10.1109/TNNLS.2023.3261860. Online ahead of print. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 37018091

2

Discriminative graph embedding for label propagation.

Nguyen CH, Mamitsuka H. Nguyen CH, et al. IEEE Trans Neural Netw. 2011 Sep;22(9):1395-405. doi: 10.1109/TNN.2011.2160873. Epub 2011 Jul 22. IEEE Trans Neural Netw. 2011. PMID: 21788187

3

Latent feature kernels for link prediction on sparse graphs.

Nguyen CH, Mamitsuka H. Nguyen CH, et al. IEEE Trans Neural Netw Learn Syst. 2012 Nov;23(11):1793-804. doi: 10.1109/TNNLS.2012.2215337. IEEE Trans Neural Netw Learn Syst. 2012. PMID: 24808073

4

SPARSE: a sparse hypergraph neural network for learning multiple types of latent combinations to accurately predict drug-drug interactions.

Nguyen DA, Nguyen CH, Petschner P, Mamitsuka H. Nguyen DA, et al. Among authors: nguyen ch. Bioinformatics. 2022 Jun 24;38(Suppl 1):i333-i341. doi: 10.1093/bioinformatics/btac250. Bioinformatics. 2022. PMID: 35758803 Free PMC article.

5

Learning on Hypergraphs With Sparsity.

Nguyen CH, Mamitsuka H. Nguyen CH, et al. IEEE Trans Pattern Anal Mach Intell. 2021 Aug;43(8):2710-2722. doi: 10.1109/TPAMI.2020.2974746. Epub 2021 Jul 1. IEEE Trans Pattern Anal Mach Intell. 2021. PMID: 32086195 Free article.

6

SIMPLE: Sparse Interaction Model over Peaks of moLEcules for fast, interpretable metabolite identification from tandem mass spectra.

Nguyen DH, Nguyen CH, Mamitsuka H. Nguyen DH, et al. Among authors: nguyen ch. Bioinformatics. 2018 Jul 1;34(13):i323-i332. doi: 10.1093/bioinformatics/bty252. Bioinformatics. 2018. PMID: 29950009 Free PMC article.

7

ADAPTIVE: leArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra.

Nguyen DH, Nguyen CH, Mamitsuka H. Nguyen DH, et al. Among authors: nguyen ch. Bioinformatics. 2019 Jul 15;35(14):i164-i172. doi: 10.1093/bioinformatics/btz319. Bioinformatics. 2019. PMID: 31510641 Free PMC article.

8

A survey on adverse drug reaction studies: data, tasks and machine learning methods.

Nguyen DA, Nguyen CH, Mamitsuka H. Nguyen DA, et al. Among authors: nguyen ch. Brief Bioinform. 2021 Jan 18;22(1):164-177. doi: 10.1093/bib/bbz140. Brief Bioinform. 2021. PMID: 31838499 Free article. Review.

9

NMRPro: an integrated web component for interactive processing and visualization of NMR spectra.

Mohamed A, Nguyen CH, Mamitsuka H. Mohamed A, et al. Among authors: nguyen ch. Bioinformatics. 2016 Jul 1;32(13):2067-8. doi: 10.1093/bioinformatics/btw102. Epub 2016 Feb 26. Bioinformatics. 2016. PMID: 27153725

10

Recent advances and prospects of computational methods for metabolite identification: a review with emphasis on machine learning approaches.

Nguyen DH, Nguyen CH, Mamitsuka H. Nguyen DH, et al. Among authors: nguyen ch. Brief Bioinform. 2019 Nov 27;20(6):2028-2043. doi: 10.1093/bib/bby066. Brief Bioinform. 2019. PMID: 30099485 Free PMC article. Review.

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