Bonil Koo

Contact

bikoo95@snu.ac.kr

International Papers

  • Bang D, Koo B, Kim S. Transfer Learning of Condition-Specific Perturbation in Gene Interactions Improves Drug Response Prediction. [From The 32nd Intelligent Systems for Molecular Biology (ISMB)]
  • Jeong D, Koo B, Oh M, Kim TB, Kim S. GOAT: Gene-level biomarker discovery from multi-Omics data using graph ATtention neural network for eosinophilic asthma subtype. Bioinformatics. 2023 Sep 22.
  • Yang J, Lee D, Koo B, Jeong D, Kim S. Deep learning-based survival prediction using DNA methylation-derived 3D genomic information. 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB 2023). 2023 Nov 5.
  • Lee D, Koo B, Yang J, Kim S. Metheor: Ultrafast DNA methylation heterogeneity calculation from bisulfite read alignments. PLOS Computational Biology. 2023 Mar 20.
  • Lee D, Koo B, Kim S, Byun J, Hong J, Shin D, Sun C, Song J, Kim J, Jaiswal S, Yoon S, Kim S, Koh Y. AMLs harboring DNMT3A-destabilizing variants show increased intratumor DNA methylation heterogeneity at bivalent chromatin domains. bioRxiv. 2023 Feb 14.
  • 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.
  • Bang D, Gu J, Park J, Jeong D, Koo B, Yi J, Shin J, Jung I, Kim S, Lee S. A Survey on Computational Methods for Investigation on ncRNA-Disease Association through the Mode of Action Perspective. International Journal of Molecular Sciences (IJMS). 2022 Sep 29.
  • Koo B, Lee D, Lee S, Sung I, Kim S, Lee S. Risk Stratification for Breast Cancer Patient by Simultaneous Learning of Molecular Subtype and Survival Outcome Using Genetic Algorithm-Based Gene Set Selection. Cancers. [From The 10th International Conference on Intelligent Biology and Medicine (ICIBM 2022)]. 2022 Aug 25.