Chung NC - Search Results

1

Identifying temporal molecular signatures underlying cardiovascular diseases: A data science platform.

Chung NC, Choi H, Wang D, Mirza B, Pelletier AR, Sigdel D, Wang W, Ping P. Chung NC, et al. J Mol Cell Cardiol. 2020 Aug;145:54-58. doi: 10.1016/j.yjmcc.2020.05.020. Epub 2020 Jun 3. J Mol Cell Cardiol. 2020. PMID: 32504647 Free PMC article.

2

Integrated Dissection of Cysteine Oxidative Post-translational Modification Proteome During Cardiac Hypertrophy.

Wang J, Choi H, Chung NC, Cao Q, Ng DCM, Mirza B, Scruggs SB, Wang D, Garlid AO, Ping P. Wang J, et al. Among authors: chung nc. J Proteome Res. 2018 Dec 7;17(12):4243-4257. doi: 10.1021/acs.jproteome.8b00372. Epub 2018 Aug 31. J Proteome Res. 2018. PMID: 30141336 Free PMC article.

3

Machine Learning and Integrative Analysis of Biomedical Big Data.

Mirza B, Wang W, Wang J, Choi H, Chung NC, Ping P. Mirza B, et al. Among authors: chung nc. Genes (Basel). 2019 Jan 28;10(2):87. doi: 10.3390/genes10020087. Genes (Basel). 2019. PMID: 30696086 Free PMC article. Review.

4

Unsupervised classification of multi-omics data during cardiac remodeling using deep learning.

Chung NC, Mirza B, Choi H, Wang J, Wang D, Ping P, Wang W. Chung NC, et al. Methods. 2019 Aug 15;166:66-73. doi: 10.1016/j.ymeth.2019.03.004. Epub 2019 Mar 7. Methods. 2019. PMID: 30853547 Free PMC article.

5

Statistical significance of cluster membership for unsupervised evaluation of cell identities.

Chung NC. Chung NC. Bioinformatics. 2020 May 1;36(10):3107-3114. doi: 10.1093/bioinformatics/btaa087. Bioinformatics. 2020. PMID: 32142108 Free PMC article.

6

Truncated Robust Principal Component Analysis and Noise Reduction for Single Cell RNA Sequencing Data.

Gogolewski K, Sykulski M, Chung NC, Gambin A. Gogolewski K, et al. Among authors: chung nc. J Comput Biol. 2019 Aug;26(8):782-793. doi: 10.1089/cmb.2018.0255. Epub 2019 May 1. J Comput Biol. 2019. PMID: 31045436

7

Jaccard/Tanimoto similarity test and estimation methods for biological presence-absence data.

Chung NC, Miasojedow B, Startek M, Gambin A. Chung NC, et al. BMC Bioinformatics. 2019 Dec 24;20(Suppl 15):644. doi: 10.1186/s12859-019-3118-5. BMC Bioinformatics. 2019. PMID: 31874610 Free PMC article.

8

Genome-wide real-time in vivo transcriptional dynamics during Plasmodium falciparum blood-stage development.

Painter HJ, Chung NC, Sebastian A, Albert I, Storey JD, Llinás M. Painter HJ, et al. Among authors: chung nc. Nat Commun. 2018 Jul 9;9(1):2656. doi: 10.1038/s41467-018-04966-3. Nat Commun. 2018. PMID: 29985403 Free PMC article.

9

Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models.

Brocki L, Chung NC. Brocki L, et al. Among authors: chung nc. Cancers (Basel). 2023 Apr 25;15(9):2459. doi: 10.3390/cancers15092459. Cancers (Basel). 2023. PMID: 37173930 Free PMC article.

10

Statistical significance of variables driving systematic variation in high-dimensional data.

Chung NC, Storey JD. Chung NC, et al. Bioinformatics. 2015 Feb 15;31(4):545-54. doi: 10.1093/bioinformatics/btu674. Epub 2014 Oct 21. Bioinformatics. 2015. PMID: 25336500 Free PMC article.

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