# Ensemble Models Based on QuBiLS-MAS Features and Shallow Learning for the Prediction of Drug-Induced Liver Toxicity: Improving Deep Learning and Traditional Approaches

> Research article (Chemical Research in Toxicology, 2020) · cited 52× · AI/ML

**Wikidata**: [openalex:W3024905693](https://www.wikidata.org/wiki/openalex:W3024905693)  
**Source**: https://4ort.xyz/entity/ensemble-models-based-on-qubils-mas-features-and-shallow-learning-for-the-prediction-of-drug-induced-liver-toxicity-impr