# Emergence of digital biomarkers to predict and modify treatment efficacy: machine learning study

> Research article (BMJ Open, 2019) · cited 48× · AI/ML

**Wikidata**: [openalex:W2963957222](https://www.wikidata.org/wiki/openalex:W2963957222)  
**Source**: https://4ort.xyz/entity/emergence-of-digital-biomarkers-to-predict-and-modify-treatment-efficacy-machine-learning-study