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Machine Learning Algorithms for Predicting and Risk Profiling of Cardiac Surgery-Associated Acute Kidney Injury

Jahan C. Penny‐Dimri, Christoph Bergmeir, Christopher M. Reid, Jenni Williams‐Spence, Andrew Cochrane, Julian A. Smith

2020Seminars in Thoracic and Cardiovascular Surgery56 citationsDOI

Topics & Concepts

MedicineReceiver operating characteristicRisk stratificationAcute kidney injuryLogistic regressionMachine learningArea under the curveArtificial intelligenceRisk assessmentInternal medicineComputer scienceComputer securityCardiac, Anesthesia and Surgical OutcomesAcute Kidney Injury ResearchCardiac Arrest and Resuscitation
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