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Journal of Cheminformatics|January 28, 2025
hERGAT: predicting hERG blockers using graph attention mechanism through atom- and molecule-level interaction analysesDohyeon Lee, Sunyong YooComputers in Biology and Medicine|December 3, 2024
Interpretable prediction of drug-drug interactions via text embedding in biomedical literatureSunwoo Jung, Sunyong YooBioinformatics (Oxford, England)|April 11, 2026
Predicting Condition-Aware Drug-Induced Transcriptional Responses via a Latent Diffusion ModelChaewon Kim, Sunyong YooComputational and Structural Biotechnology Journal|July 23, 2026
NCES: A Cell-Specific Network-Augmented Essentiality Framework for Cancer Therapeutic Target DiscoveryJinmyung Jung, Sunyong YooGenes|September 28, 2023
Identification of Breast Cancer Metastasis Markers from Gene Expression Profiles Using Machine Learning ApproachesJinmyung Jung, Sunyong YooJournal of Cheminformatics|May 20, 2026
Novel molecular design via a scaffold-aware transformer with multi-scale attention mechanismsJunyoung Park, Sunyong YooJournal of Cheminformatics|January 4, 2024
InterDILI: interpretable prediction of drug-induced liver injury through permutation feature importance and attention mechanismSoyeon Lee, Sunyong YooMolecular Informatics|June 8, 2024
FetoML: Interpretable predictions of the fetotoxicity of drugs based on machine learning approachesMyeonghyeon Jeong, Sunyong YooInteractive Journal of Medical Research|April 25, 2013
An Approach to Reducing Information Loss and Achieving Diversity of Sensitive Attributes in k-anonymity MethodsSunyong Yoo, Moonshik Shin, Doheon LeeScientific Reports|August 5, 2018
Phenotype-oriented network analysis for discovering pharmacological effects of natural compoundsSunyong Yoo, Hojung Nam, Doheon LeePageof 3