# Using predictive machine learning models for drug response simulation by calibrating patient-specific pathway signatures

> Research article (npj Systems Biology and Applications, 2021) · cited 21× · AI/ML

**Wikidata**: [openalex:W3208027306](https://www.wikidata.org/wiki/openalex:W3208027306)  
**Source**: https://4ort.xyz/entity/using-predictive-machine-learning-models-for-drug-response-simulation-by-calibrating-patient-specific-pathway-signatures
