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Using Machine Learning to Predict Acute Kidney Injury After Aortic Arch Surgery
Machine learning methods were found to predict AKI after aortic arch surgery significantly better than traditional logistic regression.
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Improved Creatinine-Based Early Detection of Acute Kidney Injury after Cardiac Surgery
Model DynaLab’ improves early detection of CSA-AKI within 12 h after surgery. This simple Cr-based framework poses a fundament for further endeavours towards reduction of CSA-AKI incidence and severity.
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The Relationship Between Intraoperative Blood Transfusion and Postoperative Systemic Inflammatory Response Syndrome
Previous observations suggest that intraoperative blood transfusion (IBT) is a risk factor for adverse postoperative outcomes. IBT alters immune function and may predispose to systemic inflammatory response syndrome (SIRS).
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