Application of ToxCast/Tox21 data for toxicity mechanism-based evaluation and prioritization of environmental chemicals: Perspective and limitations J Jeong, D Kim, J Choi Toxicology In Vitro 84, 105451, 2022 | 39 | 2022 |
Integrative data mining approach: case study with adverse outcome pathway network leading to pulmonary fibrosis J Jeong, D Kim, J Choi Chemical Research in Toxicology 36 (6), 838-847, 2023 | 6 | 2023 |
Inhalation toxicity screening of Consumer Products Chemicals using OECD Test Guideline Data-based machine learning models D Kim, S Cho, JJ Jeon, J Choi Journal of Hazardous Materials 478, 135446, 2024 | 4 | 2024 |
Mechanism-based toxicity screening of organophosphate flame retardants using Tox21 assays and molecular docking analysis D Kim, K Na, J Choi Chemosphere 368, 143772, 2024 | 1 | 2024 |
Exploring the potential of ToxCast™ data for mechanism-based prioritization of chemicals in regulatory context: Case study with priority existing chemicals (PECs) under K-REACH D Kim, J Jeong, J Choi Regulatory Toxicology and Pharmacology 142, 105439, 2023 | 1 | 2023 |
Identification of Optimal Machine Learning Algorithms and Molecular Fingerprints for Explainable Toxicity Prediction Models Using ToxCast/Tox21 Bioassay Data D Kim, J Jeong, J Choi ACS omega 9 (36), 37934-37941, 2024 | | 2024 |
Utility of EPA CompTox Chemical Dashboard for Next Generation Risk Assessment and Toxicity Prediction of Chemicals D Kim, J Choi J. Korean Soc. Environ. Eng 45 (5), 244-255, 2023 | | 2023 |