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Kyung-Ah Sohn, Ph.D. - Publications

Affiliations: 
2011 Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science, Bioinformatics Biology, Biostatistics Biology
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18 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Seo J, Laine TH, Sohn KA. An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data. Sensors (Basel, Switzerland). 19. PMID 31635194 DOI: 10.3390/S19204561  0.312
2019 Lee G, Kang B, Nho K, Sohn KA, Kim D. MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework. Frontiers in Genetics. 10: 617. PMID 31316553 DOI: 10.3389/Fgene.2019.00617  0.303
2019 Sung JY, Shin HT, Sohn KA, Shin SY, Park WY, Joung JG. Assessment of intratumoral heterogeneity with mutations and gene expression profiles. Plos One. 14: e0219682. PMID 31310640 DOI: 10.1371/Journal.Pone.0219682  0.339
2019 Kim TR, Jeong HH, Sohn KA. Topological integration of RPPA proteomic data with multi-omics data for survival prediction in breast cancer via pathway activity inference. Bmc Medical Genomics. 12: 94. PMID 31296204 DOI: 10.1186/S12920-019-0511-X  0.319
2019 Kim SY, Jeong HH, Kim J, Moon JH, Sohn KA. Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies. Biology Direct. 14: 8. PMID 31036036 DOI: 10.1186/S13062-019-0239-8  0.33
2017 Wang S, Jeong HH, Kim D, Wee K, Park HS, Kim SH, Sohn KA. Integrative information theoretic network analysis for genome-wide association study of aspirin exacerbated respiratory disease in Korean population. Bmc Medical Genomics. 10: 31. PMID 28589859 DOI: 10.1186/S12920-017-0266-1  0.345
2016 Vangimalla RR, Jeong HH, Sohn KA. Integrative regression network for genomic association study. Bmc Medical Genomics. 9: 31. PMID 27535739 DOI: 10.1186/S12920-016-0192-7  0.318
2015 Sohn KA, Wee K. A comment on two-locus epistatic interaction models for genome-wide association studies. Journal of Bioinformatics and Computational Biology. 13: 1571004. PMID 26260855 DOI: 10.1142/S0219720015710043  0.333
2015 Jeong HH, Leem S, Wee K, Sohn KA. Integrative network analysis for survival-associated gene-gene interactions across multiple genomic profiles in ovarian cancer. Journal of Ovarian Research. 8: 42. PMID 26138921 DOI: 10.1186/S13048-015-0171-1  0.32
2015 Jeong HH, Kim S, Wee K, Sohn KA. Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression. Bmc Systems Biology. 9: S8. PMID 25708115 DOI: 10.1186/1752-0509-9-S1-S8  0.306
2014 Jeong HH, Sohn KA. Relevance Epistasis Network of Gastritis for Intra-chromosomes in the Korea Associated Resource (KARE) Cohort Study. Genomics & Informatics. 12: 216-24. PMID 25705161 DOI: 10.5808/Gi.2014.12.4.216  0.325
2014 Leem S, Jeong HH, Lee J, Wee K, Sohn KA. Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure. Computational Biology and Chemistry. 50: 19-28. PMID 24581733 DOI: 10.1016/J.Compbiolchem.2014.01.005  0.303
2012 Sohn KA, Ghahramani Z, Xing EP. Robust estimation of local genetic ancestry in admixed populations using a nonparametric Bayesian approach. Genetics. 191: 1295-308. PMID 22649082 DOI: 10.1534/Genetics.112.140228  0.599
2009 Kim S, Sohn KA, Xing EP. A multivariate regression approach to association analysis of a quantitative trait network. Bioinformatics (Oxford, England). 25: i204-12. PMID 19477989 DOI: 10.1093/Bioinformatics/Btp218  0.561
2009 Sohn K, Xing EP. A hierarchical Dirichlet process mixture model for haplotype reconstruction from multi-population data The Annals of Applied Statistics. 3: 791-821. DOI: 10.1214/08-Aoas225  0.589
2007 Sohn KA, Xing EP. Spectrum: joint Bayesian inference of population structure and recombination events. Bioinformatics (Oxford, England). 23: i479-89. PMID 17646333 DOI: 10.1093/bioinformatics/btm171  0.594
2007 Xing EP, Sohn K. Hidden Markov Dirichlet process: modeling genetic inference in open ancestral space Bayesian Analysis. 2: 501-527. DOI: 10.1214/07-Ba220  0.618
2006 Xing EP, Sohn KA, Jordan MI, Teh YW. Bayesian multi-population haplotype inference via a hierarchical dirichlet process mixture Acm International Conference Proceeding Series. 148: 1049-1056. DOI: 10.1145/1143844.1143976  0.546
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