Journal of cardiothoracic and vascular anesthesia
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J. Cardiothorac. Vasc. Anesth. · Dec 2020
Using Machine Learning to Predict Acute Kidney Injury After Aortic Arch Surgery.
Machine learning models were compared with traditional logistic regression with regard to predicting kidney outcomes 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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J. Cardiothorac. Vasc. Anesth. · Dec 2020
Sex Differences in Outcomes After Coronary Artery Bypass Grafting.
To examine sex differences in inpatient mortality and 30-day and 90-day readmissions after coronary artery bypass grafting (CABG) among a multistate population. ⋯ This study demonstrated that female patients who undergo CABG are at a greater risk of in-hospital death and 30-day and 90-day readmission compared with men. This sex-based disparity in outcomes has persisted since identification some 40 years ago.