# Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources

> Research article (Drug Safety, 2022) · cited 18× · AI/ML

**Wikidata**: [openalex:W4280528557](https://www.wikidata.org/wiki/openalex:W4280528557)  
**Source**: https://4ort.xyz/entity/using-iterative-pairwise-external-validation-to-contextualize-prediction-model-performance-a-use-case-predicting-1-year-