Inyoung Sung

Contact

inyoung.sung@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
  • 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.
  • 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.
  • 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.
  • Jo K, Sung I, Lee D, Jang H, Kim S. Inferring transcriptomic cell states and transitions only from time series transcriptome data. Scientific Reports 11 (1), 1-13. 2021 June 15.
  • Lim S, Lu Y, Cho CY, Sung I, Kim J, Kim Y, Park S, Kim S. A Review on Compound-Protein Interaction Prediction Methods: Data, Format, Representation and Model. Computational and Structural Biotechnology Journal (CSBJ). 2021 Mar 10.
  • Hoang N. V., Choe G, Zheng Y, Fandino A. C. A, Sung I, Hur J, Kamran M, Park C, Kim H, Ahn H, Kim S, Fei Z, Lee J. Identification of Conserved Gene-Regulatory Networks that Integrate Environmental Sensing and Growth in the Root Cambium. Current Biology, 2020 Aug 3.
  • Lee S, Lim S, Lee T, Sung I, Kim S. Cancer subtype classification and modeling by pathway attention and propagation. Bioinformatics, 2020 Mar 24.

Internship since July 2018