An interpretable machine learning model for the prevention of contrast-induced nephropathy in patients undergoing lower extremity endovascular interventions for peripheral arterial disease
Meredith Cox, J. C. Panagides, John Di Capua, Anahita Dua, Sanjeeva P. Kalva, Jayashree Kalpathy–Cramer, Dania Daye
Topics & Concepts
MedicineClaudicationNephropathyKidney diseaseReceiver operating characteristicSurgeryPsychological interventionContrast-induced nephropathyRisk factorArterial diseaseVascular diseaseInternal medicineDiabetes mellitusPsychiatryEndocrinologyAcute Kidney Injury ResearchPeripheral Artery Disease ManagementRenal and Vascular Pathologies