# Building machine learning models without sharing patient data: A simulation-based analysis of distributed learning by ensembling

> Research article (Journal of Biomedical Informatics, 2020) · cited 39× · AI/ML

**Wikidata**: [openalex:W3020729718](https://www.wikidata.org/wiki/openalex:W3020729718)  
**Source**: https://4ort.xyz/entity/building-machine-learning-models-without-sharing-patient-data-a-simulation-based-analysis-of-distributed-learning-by-ens
