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
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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

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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 is a scholarly article[1].

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  • 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's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). 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. Retrieved May 24, 2026, from https://4ort.xyz/entity/using-iterative-pairwise-external-validation-to-contextualize-prediction-model-performance-a-use-case-predicting-1-year-
MLA “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.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/using-iterative-pairwise-external-validation-to-contextualize-prediction-model-performance-a-use-case-predicting-1-year-.
BibTeX @misc{4ortxyz_using-iterative-pairwise-external-validation-to-contextualize-prediction-model-performance-a-use-case-predicting-1-year-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{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}}, year = {2026}, url = {https://4ort.xyz/entity/using-iterative-pairwise-external-validation-to-contextualize-prediction-model-performance-a-use-case-predicting-1-year-}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): 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 — https://4ort.xyz/entity/using-iterative-pairwise-external-validation-to-contextualize-prediction-model-performance-a-use-case-predicting-1-year- (retrieved 2026-05-24)

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