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Adverse Outcomes Prediction for Congenital Heart Surgery: A Machine Learning Approach
The nonlinear ML-based models of OCTs are intuitively interpretable and provide superior predictive power. The associated risk calculator allows easy, accurate, and understandable estimation of individual patient risks, in the theoretical framework of the average performance of all centers represented in the database. This methodology has the potential to facilitate decision-making and resource optimization in CHS, enabling total quality management and precise benchmarking initiatives.
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Clinical Outcomes of Intermittent Antegrade Warm Versus Cold Blood Cardioplegia
The objective of this study was to compare clinical outcome in patients undergoing conventional coronary artery bypass graft surgery who received intermittent antegrade warm blood cardioplegia or intermittent antegrade cold blood cardioplegia for myocardial protection.
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Prognostic Implications of Acute Renal Failure after Surgery for Type A Acute Aortic Dissection
"Type A" acute aortic dissection (AAAD) is the most challenging among the emergency operations in cardiac surgery. The aim of this study was the evaluation of the role of acute renal failure (ARF) in postoperative survival of patients operated for AAAD.
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