Kyung-Ah Sohn, Ph.D.
Affiliations: | 2011 | Carnegie Mellon University, Pittsburgh, PA |
Area:
Computer Science, Bioinformatics Biology, Biostatistics BiologyGoogle:
"Kyung-Ah Sohn"Parents
Sign in to add mentor| Eric P. Xing | grad student | 2011 | Carnegie Mellon | |
| (Learning Ancestral Genetic Processes using Nonparametric Bayesian Models.) | ||||
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Publications
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| Seo J, Laine TH, Sohn KA. (2019) An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data. Sensors (Basel, Switzerland). 19 |
| Lee G, Kang B, Nho K, et al. (2019) MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework. Frontiers in Genetics. 10: 617 |
| Sung JY, Shin HT, Sohn KA, et al. (2019) Assessment of intratumoral heterogeneity with mutations and gene expression profiles. Plos One. 14: e0219682 |
| Kim TR, Jeong HH, Sohn KA. (2019) 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 |
| Kim SY, Jeong HH, Kim J, et al. (2019) Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies. Biology Direct. 14: 8 |
| Wang S, Jeong HH, Kim D, et al. (2017) Integrative information theoretic network analysis for genome-wide association study of aspirin exacerbated respiratory disease in Korean population. Bmc Medical Genomics. 10: 31 |
| Vangimalla RR, Jeong HH, Sohn KA. (2016) Integrative regression network for genomic association study. Bmc Medical Genomics. 9: 31 |
| Sohn KA, Wee K. (2015) A comment on two-locus epistatic interaction models for genome-wide association studies. Journal of Bioinformatics and Computational Biology. 13: 1571004 |
| Jeong HH, Leem S, Wee K, et al. (2015) Integrative network analysis for survival-associated gene-gene interactions across multiple genomic profiles in ovarian cancer. Journal of Ovarian Research. 8: 42 |
| Jeong HH, Kim S, Wee K, et al. (2015) Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression. Bmc Systems Biology. 9: S8 |