Sohn KA - Search Results

1

A Novel Scoring System for Response of Preoperative Chemoradiotherapy in Locally Advanced Rectal Cancer Using Early-Treatment Blood Features Derived From Machine Learning.

Kim J, Sohn KA, Kwak JH, Kim MJ, Ryoo SB, Jeong SY, Park KJ, Kang HC, Chie EK, Jung SH, Kim D, Park JW. Kim J, et al. Among authors: sohn ka. Front Oncol. 2021 Nov 29;11:790894. doi: 10.3389/fonc.2021.790894. eCollection 2021. Front Oncol. 2021. PMID: 34912724 Free PMC article.

2

Incorporating inter-relationships between different levels of genomic data into cancer clinical outcome prediction.

Kim D, Shin H, Sohn KA, Verma A, Ritchie MD, Kim JH. Kim D, et al. Among authors: sohn ka. Methods. 2014 Jun 1;67(3):344-53. doi: 10.1016/j.ymeth.2014.02.003. Epub 2014 Feb 18. Methods. 2014. PMID: 24561168 Free PMC article.

3

Knowledge boosting: a graph-based integration approach with multi-omics data and genomic knowledge for cancer clinical outcome prediction.

Kim D, Joung JG, Sohn KA, Shin H, Park YR, Ritchie MD, Kim JH. Kim D, et al. Among authors: sohn ka. J Am Med Inform Assoc. 2015 Jan;22(1):109-20. doi: 10.1136/amiajnl-2013-002481. Epub 2014 Jul 7. J Am Med Inform Assoc. 2015. PMID: 25002459 Free PMC article.

4

Identifying subtype-specific associations between gene expression and DNA methylation profiles in breast cancer.

Lee G, Bang L, Kim SY, Kim D, Sohn KA. Lee G, et al. Among authors: sohn ka. BMC Med Genomics. 2017 May 24;10(Suppl 1):28. doi: 10.1186/s12920-017-0268-z. BMC Med Genomics. 2017. PMID: 28589855 Free PMC article.

5

Identification of epigenetic interactions between miRNA and DNA methylation associated with gene expression as potential prognostic markers in bladder cancer.

Shivakumar M, Lee Y, Bang L, Garg T, Sohn KA, Kim D. Shivakumar M, et al. Among authors: sohn ka. BMC Med Genomics. 2017 May 24;10(Suppl 1):30. doi: 10.1186/s12920-017-0269-y. BMC Med Genomics. 2017. PMID: 28589857 Free PMC article.

6

Integrative information theoretic network analysis for genome-wide association study of aspirin exacerbated respiratory disease in Korean population.

Wang S, Jeong HH, Kim D, Wee K, Park HS, Kim SH, Sohn KA. Wang S, et al. Among authors: sohn ka. BMC Med Genomics. 2017 May 24;10(Suppl 1):31. doi: 10.1186/s12920-017-0266-1. BMC Med Genomics. 2017. PMID: 28589859 Free PMC article.

7

Predicting Alzheimer's disease progression using multi-modal deep learning approach.

Lee G, Nho K, Kang B, Sohn KA, Kim D; for Alzheimer’s Disease Neuroimaging Initiative. Lee G, et al. Among authors: sohn ka. Sci Rep. 2019 Feb 13;9(1):1952. doi: 10.1038/s41598-018-37769-z. Sci Rep. 2019. PMID: 30760848 Free PMC article.

8

Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies.

Kim SY, Jeong HH, Kim J, Moon JH, Sohn KA. Kim SY, et al. Among authors: sohn ka. Biol Direct. 2019 Apr 29;14(1):8. doi: 10.1186/s13062-019-0239-8. Biol Direct. 2019. PMID: 31036036 Free PMC article.

9

MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework.

Lee G, Kang B, Nho K, Sohn KA, Kim D. Lee G, et al. Among authors: sohn ka. Front Genet. 2019 Jun 28;10:617. doi: 10.3389/fgene.2019.00617. eCollection 2019. Front Genet. 2019. PMID: 31316553 Free PMC article.

10

Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer.

Kim SY, Choe EK, Shivakumar M, Kim D, Sohn KA. Kim SY, et al. Among authors: sohn ka. Bioinformatics. 2021 Aug 25;37(16):2405-2413. doi: 10.1093/bioinformatics/btab086. Bioinformatics. 2021. PMID: 33543748 Free PMC article.

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