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In this retrospective cohort from two hospitals (January 2021 to December 2024), 787 unique DKD admissions were randomly split into training (70%) and test (30%) sets. AF at index admission was ascertained from electrocardiograms, Holter monitoring when available, and ICD-10 codes with physician adjudication. Candidate predictors were routine clinical, laboratory, and echocardiographic variables.

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2025-11-18
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