Data Mining & Bioinformatics Laboratory

International Journal

Drug repositioning using drug-disease vectors based on an integrated network
2018 | Taekeon Lee and Youngmi Yoon
BMC BIOINFORMATICS

PISTON: Predicting drug indications and side effects using topic modeling and natural language processing
2018 | Giup Jang, Taekeon Lee, Soyoun Hwang, Chihyun Park, Jaegyoon Ahn, Sukyung Seo, Youhyeon Hwang and Youngmi Yoon
JOURNAL OF BIOMEDICAL INFORMATICS

Identification of drug efficacy change using reconstructed network altered by SNPs on pathway gene
2018 | Sukyung Seo, Taekeon Lee, Giup Jang, Soyoun Hwang and Youngmi Yoon
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS

Identifying the common genetic networks of ADR (adverse drug reaction) clusters and developing an ADR classification model
2017 | Youhyeon Hwang, Min Oh, Giup Jang, Taekeon Lee, Chihyun Park, Jaegyoon Ahn and Youngmi Yoon
MOLECULAR BIOSYSTEMS

Literature-based prediction of novel drug indications considering relationship between entities
2017 | Giup Jang, Taekeon Lee, Byung Mun Lee and Youngmi Yoon
MOLECULAR BIOSYSTEMS

Systematic identification of an integrative network module during senecence from time-series gene expression
2017 | Chihyun Park, So Jeong Yun, Sun Jin Ryu, Soyoung Lee, Young-Sam Lee, Youngmi Yoon and Sang Chul Park
BMC SYSTEMS BIOLOGY

Drug voyager: a computational platform for exploring unintended drug action
2017 | Min Oh, Jaegyoon Ahn, Taekeon Lee, Giup Jang, Chihyun Park and Youngmi Yoon
BMC BIOINFORMATICS

Protein localization vector propagation: a method for improving the accuracy of drug repositioning
2015 | Yunku Yeu, Youngmi Yoon and Sanghyun Park
MOLECULAR BIOSYSTEMS

LGscore: a method to identify disease-related genes using biological literature and Google data
2015 | Jeongwoo Kim, Hyunjin Kim, Youngmi Yoon and Sanghyun Park
JOURNAL OF BIOMEDICAL INFORMATICS

Bulk Aligner: a novel sequence alignment algorithm based on graph theory and Trinity
2015 | Junsu Lee, Yunku Yeu, Hongchan Roh, Youngmi Yoon and Sanghyun Park
INFORMATION SCIENCES

A network-based classification model for deriving novel drug-disease associations and assessing their molecular actions
2014 | Min Oh, Jaegyoon Ahn and Youngmi Yoon
PLOS ONE

Improved method for protein complex detection using bottleneck proteins
2013 | Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu and Sanghyun Park
BMC MEDICAL INFORMATICS AND DECISION MAKING

Impact of TGF-b on breast cancer from a quantitative proteomic analysis
2013 | Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu Hkkouen Lee and Sanghyun Park
COMPUTERS IN BIOLOGY AND MEDICINE

ICP: a novel approach to predict prognosis of prostate cancer with inner-class clustering of gene expression data
2013 | Hyunjin Kim, Jaegyoon Ahn, Chihyun Park, Youngmi Yoon and Sanghyun Park
COMPUTERS IN BIOLOGY AND MEDICINE

Identification of functional CNV region networks using a CNV-gene mapping algorithm in a genome-wide scale
2012 | Chihyun Park, Jaegyoon Ahn, Youngmi Yoon and Sanghyun Park
BIOINFORMATICS

CNV detection method optimized for high-resolution arrayCGH by normality test
2012 | Jaegyoon Ahn, Youngmi Yoon, Chihyun Park and Sanghyun Park
COMPUTERS IN BIOLOGY AND MEDICINE

Noise-robust algorithm for identifying functionally associated biclusters from gene expression data
2011 | Jaegyoon Ahn, Youngmi Yoon and Sanghyun Park
INFORMATION SCIENCE

A multi-sample based method for identifying common CNVs in normal human genomic structure using high-resolution aCGH data
2011 | Chihyun Park, Jaegyoon Ahn, Youngmi Yoon and Sanghyun Park
PLOS ONE

Integraive gene network construction for predicting a set of complementary prostate cancer genes
2011 | Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Eunji Shin and Sanghyun Park
BIOINFORMATICS

Microarray data classifier consisting of k-top-scoring rank-comparison decision rules with a variable number of genes
2010 | Youngmi Yoon, Sangjay Bien and Sanghyun Park
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEW

Direct integration of microarrays for selecting informative genes and phenotype classification
2008 | Youngmi Yoon, Jongchan Lee, Sanghyun Park, Sangjay Bien, Hyun Cheol Chung and Sun Young Rha
INFORMATION SCIENCES

International Conference

Impacts of SNPs in drug efficacy change
2018 | Sukyung Seo and Youngmi Yoon
ISMB (Intellegent Systems for Molecular Biology) 2018

Discovering novel drug indications based on NLP and topic modeling
2017 | Giup Jang, Taekeon Lee, Soyoun Hwang and Youngmi Yoon
ISMB (Intellegent Systems for Molecular Biology) 2017

Elucidating the mechanism of action of drug based on gene module-module interaction network
2017 | Soyoun Hwang, Giup Jang, Taekeon Lee and Youngmi Yoon
ISMB (Intellegent Systems for Molecular Biology) 2017

Finding novel drug indications using drug-disease vectors
2017 | Taekeon Lee, Giup Jang, Soyoun Hwang and Youngmi Yoon
ISMB (Intellegent Systems for Molecular Biology) 2017

A novel method for bolstering prediction of therapeutically similar drugs using text mining
2016 | Giup Jang, Taekeon Lee, Min Oh, Youhyeon Hwang and Youngmi Yoon
ISMB (Intellegent Systems for Molecular Biology) 2016

Therapeutic target prediction exploiting gene regulatory network
2016 | Taekeon Lee, Giup Jang, Min Oh, Youhyeon Hwang and Youngmi Yoon
ISMB (Intellegent Systems for Molecular Biology) 2016

A novel generation of drug pathway elucidates new indication of existing drugs
2015 | Min Oh and Youngmi Yoon
ISMB (Intellegent Systems for Molecular Biology) 2015

A method of extracting disease-related microRNAs through the propagation algorithm using the environmental factor based global miRNA network
2015 | Youngmi Yoon
THE 4TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND BIOTECHNOLOGY

A novel cancer classifier based on differentially expressed gene network
2010 | Youngmi Yoon
THE 2010 ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND COMPUTATIONAL BIOLOGY

A novel approach to detect copy number variation using segmentation and genetic algorithm
2009 | Youngmi Yoon
ACM SYMPOSIUM ON APPLIED COMPUTING 2009

A c