# Exploring the incremental utility of circulating biomarkers for robust risk prediction of incident atrial fibrillation in European cohorts using regressions and modern machine learning methods

> Research article (EP Europace, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4313700832](https://www.wikidata.org/wiki/openalex:W4313700832)  
**Source**: https://4ort.xyz/entity/exploring-the-incremental-utility-of-circulating-biomarkers-for-robust-risk-prediction-of-incident-atrial-fibrillation-i