Nam H - Search Results

1

AMP-BERT: Prediction of antimicrobial peptide function based on a BERT model.

Lee H, Lee S, Lee I, Nam H. Lee H, et al. Among authors: nam h. Protein Sci. 2023 Jan;32(1):e4529. doi: 10.1002/pro.4529. Protein Sci. 2023. PMID: 36461699 Free PMC article.

2

Identification of drug-target interaction by a random walk with restart method on an interactome network.

Lee I, Nam H. Lee I, et al. Among authors: nam h. BMC Bioinformatics. 2018 Jun 13;19(Suppl 8):208. doi: 10.1186/s12859-018-2199-x. BMC Bioinformatics. 2018. PMID: 29897326 Free PMC article.

3

DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences.

Lee I, Keum J, Nam H. Lee I, et al. Among authors: nam h. PLoS Comput Biol. 2019 Jun 14;15(6):e1007129. doi: 10.1371/journal.pcbi.1007129. eCollection 2019 Jun. PLoS Comput Biol. 2019. PMID: 31199797 Free PMC article.

4

Artificial Intelligence in Drug Discovery: A Comprehensive Review of Data-driven and Machine Learning Approaches.

Kim H, Kim E, Lee I, Bae B, Park M, Nam H. Kim H, et al. Among authors: nam h. Biotechnol Bioprocess Eng. 2020;25(6):895-930. doi: 10.1007/s12257-020-0049-y. Epub 2021 Jan 7. Biotechnol Bioprocess Eng. 2020. PMID: 33437151 Free PMC article. Review.

5

Sequence-based prediction of protein binding regions and drug-target interactions.

Lee I, Nam H. Lee I, et al. Among authors: nam h. J Cheminform. 2022 Feb 8;14(1):5. doi: 10.1186/s13321-022-00584-w. J Cheminform. 2022. PMID: 35135622 Free PMC article.

6

¹H NMR based urinary metabolites profiling dataset of canine mammary tumors.

Lee S, Seung BJ, Yang IS, Lee J, Ha T, Park HM, Cheong JH, Kim S, Sur JH, Hwang GS, Nam H. Lee S, et al. Among authors: nam h. Sci Data. 2022 Mar 31;9(1):132. doi: 10.1038/s41597-022-01229-1. Sci Data. 2022. PMID: 35361774 Free PMC article.

7

BayeshERG: a robust, reliable and interpretable deep learning model for predicting hERG channel blockers.

Kim H, Park M, Lee I, Nam H. Kim H, et al. Among authors: nam h. Brief Bioinform. 2022 Jul 18;23(4):bbac211. doi: 10.1093/bib/bbac211. Brief Bioinform. 2022. PMID: 35709752

8

AI-based prediction of new binding site and virtual screening for the discovery of novel P2X3 receptor antagonists.

Kang KM, Lee I, Nam H, Kim YC. Kang KM, et al. Among authors: nam h. Eur J Med Chem. 2022 Oct 5;240:114556. doi: 10.1016/j.ejmech.2022.114556. Epub 2022 Jul 1. Eur J Med Chem. 2022. PMID: 35849939

9

DD-PRiSM: a deep learning framework for decomposition and prediction of synergistic drug combinations.

Jin I, Lee S, Schmuhalek M, Nam H. Jin I, et al. Among authors: nam h. Brief Bioinform. 2024 Nov 22;26(1):bbae717. doi: 10.1093/bib/bbae717. Brief Bioinform. 2024. PMID: 39800875 Free PMC article.

10

SELF-BLM: Prediction of drug-target interactions via self-training SVM.

Keum J, Nam H. Keum J, et al. Among authors: nam h. PLoS One. 2017 Feb 13;12(2):e0171839. doi: 10.1371/journal.pone.0171839. eCollection 2017. PLoS One. 2017. PMID: 28192537 Free PMC article.

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