Inflammation-anemia-cardiorenal panel

1 paper2 findings

Humans1

Associations

2

Chronic kidney disease

upin silico1

1 study

Inflammation-anemia-cardiorenal panel predicts chronic kidney disease in silico (external AUROC 0.598).
“The full panel transported poorly (external AUROC 0.598; gap 0.311).”
In silicofull 17-feature panel evaluated in UCI Chronic Kidney Disease cohortn = 400
Internal Accuracy Is Not Transportability: Testing an Inflammation–Anemia–Cardiorenal Biomarker Panel for Chronic Kidney Disease from NHANES to an External Cohort
Preprints.org18 Aug 2026Preprint

More on Chronic kidney disease

Mortality

upin silico1

1 study

Inflammation-anemia-cardiorenal panel predicts mortality in silico (AUROC 0.909 (95% CI 0.900–0.918)).
“XGBoost discriminated best internally (AUROC 0.909; 95 % CI 0.900–0.918).”
In silico10-year composite of cardiovascular, kidney, or diabetes-related death or dialysis in NHANES using XGBoost10-yearn = 24,027
Internal Accuracy Is Not Transportability: Testing an Inflammation–Anemia–Cardiorenal Biomarker Panel for Chronic Kidney Disease from NHANES to an External Cohort
Preprints.org18 Aug 2026Preprint

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Preprints.org22 Aug

Internal Accuracy Is Not Transportability: Testing an Inflammation–Anemia–Cardiorenal Biomarker Panel for Chronic Kidney Disease from NHANES to an External Cohort

Preprint: cohort study of 24,027 peopleAnemia