Tags Archives: Risk prediction model

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Impact of Inflammation After Cardiac Surgery on 30-Day Mortality and Machine Learning Risk Prediction

Abstract Objectives To investigate the impact of systemic inflammatory response syndrome (SIRS) on 30-day mortality following cardiac surgery and develop a machine learning model to predict SIRS. Design Retrospective cohort..

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Risk prediction strategies using intraoperative physiological data in adults undergoing surgery: a systematic review study protocol

Abstract Postoperative mortality accounts for 7.7% of all global deaths, while postoperative complications increase 1-year mortality by 60%. Risk prediction models for postoperative complications and mortality can facilitate tailored risk..

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Monitoring of perfusion quality and prediction of donor heart function during ex-vivo machine perfusion by myocardial microcirculation versus surrogate parameters

Abstract Currently, lactate (Lac) is used to evaluate  (MP) of hearts, donated after circulatory death (DCD). We hypothesize that monitoring of myocardial  (mLDP) by Laser-Doppler-Perfusion is superior to Lac to evaluate perfusion..

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Predicting long-term survival after coronary artery bypass graft surgery

Abstract OBJECTIVES To develop a model for predicting long-term survival following coronary artery bypass graft surgery. METHODS This study included 46 573 patients from the Australian and New Zealand Society of..

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