Relevance Epistasis Network of Gastritis for Intra-chromosomes in the Korea Associated Resource (KARE) Cohort Study

著者: Jeong, Hyun-hwan, Sohn, Kyung-Ah
出版年 Genomics Inform (2014)

A multivariate regression approach to association analysis of a quantitative trait network

著者: Kim, Seyoung, Sohn, Kyung-Ah, Xing, Eric P.
出版事項 2009

Robust Estimation of Local Genetic Ancestry in Admixed Populations Using a Nonparametric Bayesian Approach

著者: Sohn, Kyung-Ah, Ghahramani, Zoubin, Xing, Eric P.
出版事項 2012

ClearF: a supervised feature scoring method to find biomarkers using class-wise embedding and reconstruction

著者: Wang, Sehee, Jeong, Hyun-Hwan, Sohn, Kyung-Ah
出版年 BMC Med Genomics (2019)

An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data

著者: Seo, Jungryul, Laine, Teemu H., Sohn, Kyung-Ah
出版年 Sensors (Basel) (2019)

MicroRNA-centric measurement improves functional enrichment analysis of co-expressed and differentially expressed microRNA clusters

著者: Lee, Su Yeon, Sohn, Kyung-Ah, Kim, Ju Han
出版事項 2012

Interpretation of personal genome sequencing data in terms of disease ranks based on mutual information

著者: Na, Young-Ji, Sohn, Kyung-Ah, Kim, Ju Han
出版年 BMC Med Genomics (2015)

Integrative regression network for genomic association study

著者: Vangimalla, Reddy Rani, Jeong, Hyun-hwan, Sohn, Kyung-Ah
出版年 BMC Med Genomics (2016)

Topological integration of RPPA proteomic data with multi-omics data for survival prediction in breast cancer via pathway activity inference

著者: Kim, Tae Rim, Jeong, Hyun-Hwan, Sohn, Kyung-Ah
出版年 BMC Med Genomics (2019)

Relative impact of multi-layered genomic data on gene expression phenotypes in serous ovarian tumors

著者: Sohn, Kyung-Ah, Kim, Dokyoon, Lim, Jaehyun, Kim, Ju Han
出版事項 2013

Integrative network analysis for survival-associated gene-gene interactions across multiple genomic profiles in ovarian cancer

著者: Jeong, Hyun-hwan, Leem, Sangseob, Wee, Kyubum, Sohn, Kyung-Ah
出版年 J Ovarian Res (2015)

EEG-Based Emotion Classification for Alzheimer’s Disease Patients Using Conventional Machine Learning and Recurrent Neural Network Models

著者: Seo, Jungryul, Laine, Teemu H., Oh, Gyuhwan, Sohn, Kyung-Ah
出版年 Sensors (Basel) (2020)

Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression

著者: Jeong, Hyun-hwan, Kim, So Yeon, Wee, Kyubum, Sohn, Kyung-Ah
出版年 BMC Syst Biol (2015)

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

著者: Lee, Garam, Nho, Kwangsik, Kang, Byungkon, Sohn, Kyung-Ah, Kim, Dokyoon
出版年 Sci Rep (2019)

MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework

著者: Lee, Garam, Kang, Byungkon, Nho, Kwangsik, Sohn, Kyung-Ah, Kim, Dokyoon
出版年 Front Genet (2019)

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

著者: Lee, Garam, Bang, Lisa, Kim, So Yeon, Kim, Dokyoon, Sohn, Kyung-Ah
出版年 BMC Med Genomics (2017)

Integrative pathway-based survival prediction utilizing the interaction between gene expression and DNA methylation in breast cancer

著者: Kim, So Yeon, Kim, Tae Rim, Jeong, Hyun-Hwan, Sohn, Kyung-Ah
出版年 BMC Med Genomics (2018)

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

著者: Shivakumar, Manu, Lee, Younghee, Bang, Lisa, Garg, Tullika, Sohn, Kyung-Ah, Kim, Dokyoon
出版年 BMC Med Genomics (2017)

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

著者: Kim, So Yeon, Jeong, Hyun-Hwan, Kim, Jaesik, Moon, Jeong-Hyeon, Sohn, Kyung-Ah
出版年 Biol Direct (2019)

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

著者: Kim, Dokyoon, Shin, Hyunjung, Sohn, Kyung-Ah, Verma, Anurag, Ritchie, Marylyn D., Kim, Ju Han
出版年 Methods (2014)