Journal Publications
2025
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A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules
Hyunho Kim, Bonsung Bae, Minsu Park, Yewon Shin, Trey Ideker*, Hojung Nam*
Nature Communications 16(1), 5628 (2025) -
Enhancing multi-task in vivo toxicity prediction via integrated knowledge transfer of chemical knowledge and in vitro toxicity information
Minsu Park, Yewon Shin, Hyunho Kim, Hojung Nam
Journal of Cheminformatics 17(1) (2025)
2022
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BayeshERG: a robust, reliable and interpretable deep learning model for predicting hERG channel blockers
Hyunho Kim, Minsu Park, Ingoo Lee, Hojung Nam*
Briefings in Bioinformatics 23(4), bbac211 (2022)
2020
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hERG-Att: Self-Attention-Based Deep Neural Network for Predicting hERG Blockers
Hyunho Kim, Hojung Nam*
Computational Biology and Chemistry 87, 107286 (2020) -
Artificial Intelligence in Drug Discovery: A Comprehensive Review of Data-Driven and Machine Learning Approaches
Hyunho Kim, Eunyoung Kim, Ingoo Lee, Bongsung Bae, Minsu Park, Hojung Nam*
Biotechnology and Bioprocess Engineering 25(6), 895–930 (2020)
Conference Publications
- TBD — conference paper title, authors, venue (year)
Full publication list: Google Scholar