* Corresponding Author(s), † Equal contribution
<< Ongoing research >>
Exploring the underpinning mechanism of metastasis
<< Publication >>
[ 2020 ~ 2021 ]
Jung J, Hwang Y, Ahn H, Lee S*, Yoo S*: Precise Characterization of Genetic Interactions in Cancer via Molecular Network Refining Processes. International Journal of Molecular Sciences (2021)
Jung J*: Characterizing therapeutic signatures of transcription factors in cancer by incorporating profiles in compound treated cells. Bioinformatics (2021). [free-access: https://bit.ly/3fstRxo]
Yun H†, Kim D†, Lee E, Jung J*, Yoo S*: Analysis of the Effects of Nutrient Intake and Dietary Habits on Depression in Korean Adults. Nutrients (2021).
Baek J, Jung J*: A Model-Free Control Scheme for Attitude Stabilization of Quadrotor Systems. Electronics (2020).
Park S*, Jung J, Park J, Lee J, Park B, Kim H, Park J, Chae W, Jeong J, Choi S, Baek J: SWATH-MS analysis of cerebrospinal fluid to generate a robust battery of biomarkers for Alzheimer’s disease. Scientific Reports (2020).
[ 2018 ~ 2019 ]
Tak Y, Jeong H, Jung J*: Performance comparison among deep neural networks consisting of various constituents. Journal of the Korean Data Analysis Society (2019).
Jung J, Kang Y, Paik H, Kwon M, Yu H, Lee D*: Deconvoluting essential gene signatures for cancer growth from genomic expression profiles in compound-treated cells. Bioinformatics (2019).
Jung J, Kwon M, Bae S, Yim S, Lee D*: Petri net-based prediction of therapeutic targets that recover abnormally phosphorylated proteins in muscle atrophy. BMC systems biology (2018).
[ ~ 2017 ]
Kwon M , Jung J, Yu H, Lee D*: HIDEEP: a systems approach to predict hormone impacts on drug efficacy based on effect paths. Scientific Reports (2017).
Yu H† Jung J†, Yoon S, Kwon M, Bae S, Yim S, Lee J, Kim S, Kang Y, Lee D*: CODA: Integrating multi-level context-oriented directed associations for analysis of drug effects. Scientific Reports (2017).
Yu H, Choo S, Park J, Jung J, Kang Y, Lee D*: Prediction of drugs having opposite effects on disease genes in a directed network. BMC systems biology (2016).
Yoon S, Jung J, Yu H, Kwon M, Choo S, Park K, Jang D, Kim S, Lee D*: Context-based resolution of semantic conflicts in biological pathways. BMC medical informatics and decision making (2015).
Kim C, Yang H, Fukushima Y, Saw PE, Lee J, Park J, Park I, Jung J, Kataoka H, Lee D*, Heo WD, Kim I, Jon S, Adams RH, Nishikawa S, Uemura A, Koh G*: Vascular RhoJ is an effective and selective target for tumor angiogenesis and vascular disruption. Cancer Cell (2014).
Jung J, Lee D*: Inferring disease association using clinical factors in a combinatorial manner and their use in drug repositioning. Bioinformatics (2013).
<< Project >>
2021.2 ~ 2023.12 (식품의약품안전평가원, 공동연구원): 인공지능기반 건강기능식품 안전성 평가기술 개발 연구
2019.9 ~ 2022.2 (한국연구재단 생애첫연구, 연구책임자): 유전체 발현 프로파일과 유전자 기능손실 데이터의 통합적 분석을 통한 합성치사 규명
2018.6 ~ 2018.12 (수원여객운수, 공동연구원): 공공성 강화를 위한 수원시 버스 빅데이터 분석
2018.1 ~ 2018.12 (수원대 학술진흥연구, 연구책임자): 약물 효능 정보와 단백질 신호전달 방법을 활용한 암의 치료 타깃 예측
<< Alumni >>
탁유선 (석사: 2017.3 ~ 2019.2), CSPI(씨에스피아이)