Research graph
References from Pan-Screening the Structural Predictability of Drug Toxicity: Validation of Molecular Fingerprints. Local targets link to admitted publications; unresolved targets remain external evidence.
Drug-related deaths among inpatients: a meta-analysis
10.1007/s00228-021-03214-w · 2022 · External reference
10.1007/s00228-021-03238-2
10.1007/s00228-021-03238-2 · External reference
10.3390/pharmaceutics14040832
10.3390/pharmaceutics14040832 · External reference
Web server-based deep learning-driven predictive models for respiratory toxicity of environmental chemicals: Mechanistic insights and interpretability
10.1016/j.jhazmat.2025.137575 · 2025 · External reference
Structural Analysis and Prediction of Hematotoxicity Using Deep Learning Approaches
10.1021/acs.jcim.2c01088 · 2023 · External reference
Artificial Intelligence in Drug Toxicity Prediction: Recent Advances, Challenges, and Future Perspectives
10.1021/acs.jcim.3c00200 · 2023 · External reference
Identification of Optimal Machine Learning Algorithms and Molecular Fingerprints for Explainable Toxicity Prediction Models Using ToxCast/Tox21 Bioassay Data
10.1021/acsomega.4c04474 · 2024 · External reference
Comparison of Descriptor- and Fingerprint Sets in Machine Learning Models for ADME-Tox Targets
10.3389/fchem.2022.852893 · 2022 · External reference
Application of machine learning in drug side effect prediction: databases, methods, and challenges
2024 · External reference
10.1093/nar/gkad976
10.1093/nar/gkad976 · External reference
10.1093/nar/gkad1004
10.1093/nar/gkad1004 · External reference
10.3390/molecules26175291
10.3390/molecules26175291 · External reference
A comparative analysis of gradient boosting algorithms
10.1007/s10462-020-09896-5 · 2021 · External reference
10.4097/kja.21209
10.4097/kja.21209 · External reference
10.1515/sagmb-2021-0067
10.1515/sagmb-2021-0067 · External reference
The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review
10.1016/j.compbiomed.2023.107555 · 2023 · External reference
InterDILI: interpretable prediction of drug-induced liver injury through permutation feature importance and attention mechanism
10.1186/s13321-023-00796-8 · 2024 · External reference
10.1021/acs.chemrestox.3c00199
10.1021/acs.chemrestox.3c00199 · External reference
Improved Detection of Drug-Induced Liver Injury by Integrating Predicted In Vivo and In Vitro Data
10.1021/acs.chemrestox.4c00015 · 2024 · External reference
In silico prediction of potential drug-induced nephrotoxicity with machine learning methods
10.1002/jat.4331 · 2022 · External reference
Predicting cardiotoxicity in drug development: A deep learning approach
10.1016/j.jpha.2025.101263 · 2025 · External reference
