Hwang H - Search Results

1

HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions.

Choi S, Lee S, Kim Y, Hwang H, Park T. Choi S, et al. Among authors: hwang h. J Bioinform Comput Biol. 2018 Dec;16(6):1840026. doi: 10.1142/S0219720018400267. Epub 2018 Oct 30. J Bioinform Comput Biol. 2018. PMID: 30567476

2

Pathway-based association study of multiple candidate genes and multiple traits using structural equation models.

Romdhani H, Hwang H, Paradis G, Roy-Gagnon MH, Labbe A. Romdhani H, et al. Among authors: hwang h. Genet Epidemiol. 2015 Feb;39(2):101-13. doi: 10.1002/gepi.21872. Epub 2014 Dec 30. Genet Epidemiol. 2015. PMID: 25558046

3

Pathway-based approach using hierarchical components of collapsed rare variants.

Lee S, Choi S, Kim YJ, Kim BJ; T2d-Genes Consortium; Hwang H, Park T. Lee S, et al. Among authors: hwang h. Bioinformatics. 2016 Sep 1;32(17):i586-i594. doi: 10.1093/bioinformatics/btw425. Bioinformatics. 2016. PMID: 27587678 Free PMC article.

4

Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes.

Lee S, Kim Y, Choi S, Hwang H, Park T. Lee S, et al. Among authors: hwang h. BMC Bioinformatics. 2018 May 8;19(Suppl 4):79. doi: 10.1186/s12859-018-2066-9. BMC Bioinformatics. 2018. PMID: 29745849 Free PMC article.

5

Pathway analysis of rare variants for the clustered phenotypes by using hierarchical structured components analysis.

Lee S, Kim S, Kim Y, Oh B, Hwang H, Park T. Lee S, et al. Among authors: hwang h. BMC Med Genomics. 2019 Jul 11;12(Suppl 5):100. doi: 10.1186/s12920-019-0517-4. BMC Med Genomics. 2019. PMID: 31296220 Free PMC article.

6

HisCoM-G×E: Hierarchical Structural Component Analysis of Gene-Based Gene-Environment Interactions.

Choi S, Lee S, Huh I, Hwang H, Park T. Choi S, et al. Among authors: hwang h. Int J Mol Sci. 2020 Sep 14;21(18):6724. doi: 10.3390/ijms21186724. Int J Mol Sci. 2020. PMID: 32937825 Free PMC article.

7

Kernel-based hierarchical structural component models for pathway analysis.

Hwangbo S, Lee S, Lee S, Hwang H, Kim I, Park T. Hwangbo S, et al. Among authors: hwang h. Bioinformatics. 2022 May 26;38(11):3078-3086. doi: 10.1093/bioinformatics/btac276. Bioinformatics. 2022. PMID: 35460238

8

Bayesian generalized structured component analysis.

Choi JY, Hwang H. Choi JY, et al. Among authors: hwang h. Br J Math Stat Psychol. 2020 May;73(2):347-373. doi: 10.1111/bmsp.12166. Epub 2019 May 2. Br J Math Stat Psychol. 2020. PMID: 31049946

9

A knowledge-based multivariate statistical method for examining gene-brain-behavioral/cognitive relationships: Imaging genetics generalized structured component analysis.

Hwang H, Cho G, Jin MJ, Ryoo JH, Choi Y, Lee SH. Hwang H, et al. PLoS One. 2021 Mar 10;16(3):e0247592. doi: 10.1371/journal.pone.0247592. eCollection 2021. PLoS One. 2021. PMID: 33690643 Free PMC article.

10

Out-of-bag Prediction Error: A Cross Validation Index for Generalized Structured Component Analysis.

Cho G, Jung K, Hwang H. Cho G, et al. Among authors: hwang h. Multivariate Behav Res. 2019 Jul-Aug;54(4):505-513. doi: 10.1080/00273171.2018.1540340. Epub 2019 Apr 12. Multivariate Behav Res. 2019. PMID: 30977677

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