Publications
[1] Kim, C. Jeong, J, Choi, J. (2022). Effects of Class Imbalance and Data Scarcity on the Performance of Binary Classification Machine Learning Models Developed Based on ToxCast/Tox21 Assay Data
[2] Jeong, J., Reyero, N., Burgoon, L., Perkins, E., Park, T., Kim, C., Roh, J, & Choi, J. (2019). Development of Adverse Outcome Pathway for PPARγ Antagonism Leading to Pulmonary Fibrosis and Chemical Selection for Its Validation: ToxCast Database and a Deep Learning Artificial Neural Network Model-Based Approach
Patents
[1] Jeong, J., Kim, C., Kim, D., Choi,(2022) J. Adverse Outcome Pathway Network Apparatus Integration for Evaluating Environmental Burden of Diseases and Method for Prioritization of Chemical to Environmental Disease
[2] Jeong, J., Kim, C., Park, T., Roh, J., & Choi, J. (2019) Toxicity Review Priority Substance Selection System Using a Chemical Toxicity Database and a Deep Learning Model Application, Korea Patent 10-2019-0024204