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Prompt Prediction of Fibrinogen Concentration During Cardiopulmonary Bypass: A Pilot Study
Our results indicate a strong correlation between fibrinogen activation and serum fibrinogen concentration. The maximum amplitude of activator f can estimate low fibrinogen concentration faster than traditional methods; this method quickly provides important information for anesthesia and hemostatic management in cardiac surgery.
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A Modified Technique for Implantation of the HeartWare™ Left Ventricular Assist Device When Using Bivalirudin Anticoagulation in Patients with Acute Heparin-Induced Thrombocytopenia
We report here a modified surgical strategy for the implantation of the HeartWare™ left ventricular assist device, which avoids prolonged disconnection of the blood-filled device from the systemic blood flow, so that bivalirudin can be safely used as anticoagulant.
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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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