교원

대표 논문 및 프로젝트

• Park M, Song W, Ahn H, Kim S. Drug toxicity prediction based on genotype-phenotype differences between preclinical models and humans. EBioMedicine. 2025 Oct 28;121:105994.
• Lee J, Kim D, Kong J, Ha D, Kim I, Park M, Lee K, Im SH, Kim S. Cell-cell communication network-based interpretable machine learning predicts cancer patient response to immune checkpoint inhibitors.Sci Adv. 2024 Feb 2;10(5):eadj0785. doi: 10.1126/sciadv.a
• Park M, Kim D, Kim I, Im SH, Kim S. Drug approval prediction based on the discrepancy in gene perturbation effects between cells and humans.
• Kim D, Ha D, Lee K, Lee H, Kim I, Kim S. An evolution-based machine learning to identify cancer type-specific driver mutations.Brief Bioinform. 2023 Jan 19;24(1):bbac593. doi: 10.1093/bib/bbac593.
• Kong J, Ha D, Lee J, Kim I, Park M, Im SH, Shin K, Kim S. Network-based machine learning approach to predict immunotherapy response in cancer patients. Nat Commun. 2022 Jun 28;13(1):3703. doi: 10.1038/s41467-022-31535-6.