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A Web-Based Clinical Decision Support System for Cardio-Kidney Risk Stratification in Critically Ill Patients with Diabetic Kidney Disease: Development, SHAP Interpretability, and Multi-Center External Validation

2026-07-25

Abstract excerpt

<title>Abstract</title> <p> <bold>Background:</bold> Diabetic kidney disease (DKD) is a major cardiovascular risk factor associated with progressive kidney failure and adverse cardiovascular events. Critically ill patients with DKD have poor prognoses; however, data-driven clinical decision support tools integrating renal and cardiovascular risks are lacking. <bold>Methods:</bold> Using the Medical Informatio...

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Literature Corpus work
e611b374-87f9-5fbd-b518-438d543b12b6
DOI
10.21203/rs.3.rs-10139860/v1
Open publication

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A Web-Based Clinical Decision Support System for Cardio-Kidney Risk Stratification in Critically Ill Patients with Diabetic Kidney Disease: Development, SHAP Interpretability, and Multi-Center External ValidationDOI 10.21203/rs.3.rs-10139860/v1
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