연구실적

<논문>

- Comparative Analysis of Atezolizumab Plus Bevacizumab and Hepatic Artery Infusion Chemotherapy in Unresectable Hepatocellular Carcinoma: A Multicenter, Propensity Score Study,Cancers ,제15권(집) ,제17호 ,2023.09.01

- Higher Number of Tumor-Infiltrating PD-L1+ Cells Is Related to Better Response to Multikinase Inhibitors in Hepatocellular Carcinoma,Diagnostics ,제13권(집) ,제8호 ,2023.04.18

- Accurate Prediction of Cancer Prognosis by Exploiting Patient-Specific Cancer Driver Genes,INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES ,제24권(집) ,제7호 ,2023.04.01

- Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder,Journal of Cheminformatics ,제14권(집) ,제1호 ,2022.12.09

- Blood-based biomarkers for immune-based therapy in advanced HCC: Promising but a long way to go,Frontiers in Oncology ,제12권(집) ,2022.10.31

- A Novel Machine Learning Model for Identifying Patient-Specific Cancer Driver Genes,IEEE Access ,제10권(집) ,PP.54245~54253 ,2022.05.26

- Intrahepatic inflammatory IgA+PD-L1high monocytes in hepatocellular carcinoma development and immunotherapy,Journal for ImmunoTherapy of Cancer ,제10권(집) ,제5호 ,2022.05.16

- 개인별 유전자 네트워크 구축 및 페이지랭크를 이용한 환자 특이적 암 유발 유전자 탐색 방법,정보처리학회논문지. 소프트웨어 및 데이터 공학 ,제10권(집) ,제12호 ,PP.547~554 ,2021.12.01

- Binding affinity prediction for protein–ligand complex using deep attention mechanism based on intermolecular interactions,BMC BIOINFORMATICS ,제22권(집) ,제1호 ,2021.11.08

- 유전자 임베딩을 이용한 암 예후 예측 방법,정보과학회논문지 ,제48권(집) ,제7호 ,PP.842~849 ,2021.07.01

- Metabolic profiling reveals an increase in stress-related metabolites in Arabidopsis thaliana exposed to honeybees,Journal of Applied Biological Chemistry ,제64권(집) ,제2호 ,PP.141~151 ,2021.06.30

- Increasing prediction accuracy of pathogenic staging by sample augmentation with a GAN,PLoS One ,제16권(집) ,제4호 ,2021.04.27

- 딥러닝을 이용한 약물 화학 구조 예측,정보과학회논문지 ,제48권(집) ,제2호 ,PP.234~242 ,2021.02.09

- Improved Prediction of Cancer Outcome Using Graph-Embedded Generative Adversarial Networks,IEEE Access ,제9권(집) ,PP.20076~20088 ,2021.02.05

- GVES: machine learning model for identification of prognostic genes with a small dataset,Scientific Reports ,제11권(집) ,제1호 ,2021.01.11

- RefDNN: a reference drug based neural network for more accurate prediction of anticancer drug resistance,Scientific Reports ,제10권(집) ,제1호 ,2020.02.05

- 딥러닝을 이용한 화합물-단백질 상호작용 예측,정보과학회논문지 ,제46권(집) ,제10호 ,PP.1054~1060 ,2019.10.01

- Novel deep learning model for more accurate prediction of drug-drug interaction effects,BMC BIOINFORMATICS ,제20권(집) ,제1호 ,2019.08.06

- RN+: A Novel Biclustering Algorithm for Analysis of Gene e-x-p-r-e-s-s-i-o-n Data Using Protein–Protein Interaction Network,JOURNAL OF COMPUTATIONAL BIOLOGY ,제26권(집) ,제5호 ,PP.1~10 ,2019.05.01

- Metabolic profiling reveals glucose and fructose accumulation in gcr1 knock‑out mutant of Arabidopsis,Applied Biological Chemistry ,제62권(집) ,제33호 ,2019.04.16

- 유전자 앱을 만들 수 있는 유전자 앱 센터,융복합지식학회논문지 ,제7권(집) ,제1호 ,PP.47~52 ,2019.01.01

- NGSOne: 클라우드 기반의 유전체(NGS) 데이터 분석 툴,Journal of Platform Technology ,제6권(집) ,제4호 ,PP.87~95 ,2018.12.01

- DockerBIO: web application for efficient use of bioinformatics Docker images,PeerJ ,제6권(집) ,2018.11.27

- PISTON: Predicting drug indications and side effects using topic modeling and natural language processing,JOURNAL OF BIOMEDICAL INFORMATICS ,제87권(집) ,PP.96~107 ,2018.11.01

- An Improved Method for Prediction of Cancer Prognosis by Network Learning,Genes ,2018.10.02

- G2Vec: Distributed gene representations for identification of cancer prognostic genes,Scientific Reports ,2018.09.13

- Coregulation of alternative splicing by hnRNPM and ESRP1 during EMT,RNA ,2018.07.24

- Prediction of GPCR-ligand binding using machine learning algorithms,Computational and Mathematical Methods in Medicine ,2018.01.30

- 페이지랭크를 이용한 암환자의 이질적인 예후 유전자 식별 및 예후 예측,정보과학회논문지 ,제45권(집) ,제1호 ,PP.61~68 ,2018.01.30

- Improved prediction of breast cancer outcome by identifying heterogeneous biomarkers,BIOINFORMATICS ,제33권(집) ,제22호 ,PP.3619~3626 ,2017.11.15

- Systematic identification of differential gene network to elucidate Alzheimer's disease,EXPERT SYSTEMS WITH APPLICATIONS ,제85권(집) ,PP.249~260 ,2017.11.01

- Identifying the common genetic networks of ADR (adverse drug reaction) clusters and developing an ADR classification model,Molecular BioSystems ,제13권(집) ,제22호 ,PP.1788~1796 ,2017.08.22

- Drug voyager: a computational platform for exploring unintended drug action,BMC BIOINFORMATICS ,제18권(집) ,2017.02.28

- RASER: reads aligner for SNPs and editing sitesof RNA,BIOINFORMATICS ,제31권(집) ,제24호 ,PP.3906~3913 ,2015.12.15

- ESRP2 controls an adult splicing programme in hepatocytes to support postnatal liver maturation,Nature Communications ,제6권(집) ,제8768호 ,2015.11.04

- A literature-driven method to calculate similarities among diseases,COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE ,제122권(집) ,제2호 ,PP.108~122 ,2015.11.01

- Genomic analysis of ADAR1 binding and its involvement in multiple RNA processing pathways,Nature Communications ,제6권(집) ,제6355호 ,2015.03.09

- A Network-Based Classification Model for Deriving Novel Drug-Disease Associations and Assessing Their Molecular Actions,PLoS One ,제9권(집) ,제10호 ,2014.10.30

- Cell type-restricted activity of hnRNPM promotes breast cancer metastasis via regulating alternative splicing,GENES & DEVELOPMENT ,제28권(집) ,제11호 ,PP.1191~1203 ,2014.05.19

- Integrative Gene Network Construction to Analyze Cancer Recurrence using Semi-Supervised Learning,PLoS One ,제10권(집) ,제1371호 ,2014.01.31

- Impact of TGF-b on Breast Cancer from a Quantitative Proteomic Analysis,COMPUTERS IN BIOLOGY AND MEDICINE ,제43권(집) ,제12호 ,PP.2096~2102 ,2013.12.01

- 기계학습과 품질 메트릭을 활용한 객체간 링크결합강도 분류에 관한 연구,정보처리학회논문지. 소프트웨어 및 데이터 공학 ,제2권(집) ,제10호 ,PP.651~660 ,2013.10.01

- ICP: A Novel Approach to Predict Prognosis of Prostate Cancer with Inner-class Clustering of Gene e-x-p-r-e-s-s-i-o-n Data,COMPUTERS IN BIOLOGY AND MEDICINE ,제43권(집) ,제10호 ,PP.1363~1373 ,2013.10.01

- Improved method for protein complex detection using bottleneck proteins,BMC Medical Informatics and Decision Making ,제13권(집) ,제1호 ,2013.05.05

- 암의 예후 예측을 위한 그래프 기반의 준지도 학습 방법,정보과학회 컴퓨팅의 실제 논문지 ,제19권(집) ,제2호 ,PP.71~76 ,2013.02.01

- 유전자 발현량 차이를 이용한 네트워크 기반 질병 관련 유전자 탐색 기법,데이타베이스연구 ,제28권(집) ,제3호 ,PP.89~101 ,2012.12.01

- 단백질 상호작용 네트워크 및 유전자 발현값을 이용한 중복 허용 단백질 복합체 탐색 방법의 연구,정보과학회논문지 : 데이타베이스 ,제39권(집) ,제3호 ,PP.202~209 ,2012.06.01

- Id entification of functional CNV region networks using a CNV-gene mapping algorithm in a genome-wide scale,BIOINFORMATICS ,제28권(집) ,제15호 ,PP.2045~2051 ,2012.05.30

- 차세대 시퀀싱 리드를 위한 서열 정렬 알고리즘에 관한 비교 연구,데이타베이스연구 ,제28권(집) ,제1호 ,PP.35~51 ,2012.04.01

- CNV Detection Method Optimized for High Resolution arrayCGH by Normality Test,COMPUTERS IN BIOLOGY AND MEDICINE ,제42권(집) ,제4호 ,PP.468~473 ,2012.04.01

- TC-VGC: A Tumor Classification System using Variations in Genes’ Correlation,COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE ,제104권(집) ,제3호 ,PP.87~101 ,2011.12.01

- A Multi-sample based Method for Identifying Common CNVs in Normal Human Genomic Structure using High-resolution aCGH Data,PLoS One ,제6권(집) ,제10호 ,2011.10.31

- Integrative Gene Network Construction for Predicting a Set of Complementary Prostate Cancer Genes,BIOINFORMATICS ,제27권(집) ,제13호 ,PP.1846~1853 ,2011.05.06

- 단백질 상호작용 네트워크를 통한 유전체 단위반복변이와 트랜스유전자 발현과의 연관성 분석,정보처리학회논문지D ,제18권(집) ,제2호 ,PP.89~100 ,2011.04.01

- Noise-robust algorithm for identifying functionally associated biclusters from gene e-x-p-r-e-s-s-i-o-n data,INFORMATION SCIENCES ,제181권(집) ,제3호 ,PP.435~449 ,2011.02.01