Minwoo Pak

Contact

mwpak@snu.ac.kr

International Papers

  • Pak M, Bang D, Sung I, Kim S, Lee S. DGDRP: Drug-specific Gene selection for Drug Response Prediction via re-ranking through propagating and learning biological network. Frontiers in Genetics. 2024 Sep 20
  • Park S, Lee S, Pak M, Kim S. Dual Representation Learning for Predicting Drug-side Effect Frequency using Protein Target Information. IEEE Journal of Biomedical and Health Informatics. 2024 Jan 5.
  • Pak M, Lee S, Sung I, Koo B, Kim S. Improved drug response prediction by drug target data integration via network-based profiling. Briefings in Bioinformatics. 2023 Feb 8.
  • Kim YY, Jang H, Lee G, Jeon YG, Sohn JH, Han JS, Lee WT, Park J, Huh JY, Nahmgoong H, Han SM, Kim J, Pak M, Kim S, Kim JS, Kim JB. Hepatic GSK3β-Dependent CRY1 Degradation Contributes to Diabetic Hyperglycemia. Diabetes. 2022 July 1.
  • Sung I, Lee S, Pak M, Shin Y, Kim S. AutoCoV: tracking the early spread of COVID-19 in terms of the spatial and temporal patterns from embedding space by K-mer based deep learning. BMC Bioinformatics. 2022 Apr 25.
  • Pak M, Lee S, Sung I, Shin Y, Jung I, Kim S. COVID-19 Virus Whole-genome Embedding Strategy through Density-based Clustering and Deep Learning Model. JOK. 2022 Apr.
  • Moon JH, Lee S, Pak M, Hur B, Kim S. MLDEG: A Machine Learning Approach to Identify Differentially Expressed Genes Using Network Property and Network Propagation. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2021 Mar 22.
  • Pak M, Jeong D, Moon JH, Ann H, Hur B, Lee S, Kim S. Network Propagation for the Analysis of Multi-Omics Data. Recent Advances in Biological Network Analysis (pp. 185-217). 2021
  • Lee CJ, Ahn H, Jeong D, Pak M, Moon JH, Kim S. Impact of mutations in DNA methylation modification genes on genome-wide methylation landscapes and downstream gene activations in pan-cancer. BMC Medical Genomics, 2020 Feb 24. [From The 30th International Conference on Genome Informatics (GIW)]
  • Ahn H, Jo K, Jeong D, Pak M, Hur J, Jung W, Kim S. PropaNet: Time-varying condition-specific transcriptional network construction by network propagation. Frontiers in Plant Science, 2019 Jun 14.