Application of machine learning to the prediction of postoperative sepsis after appendectomy
Corinne Bunn, Sujay Kulshrestha, Jason Boyda, Neelam Balasubramanian, Steven Birch, İbrahi̇m Karabayir, Marshall S. Baker, Fred A. Luchette, François Modave, Oğuz Akbilgiç
Topics & Concepts
MedicineConfidence intervalSepsisLogistic regressionGradient boostingRandom forestDecision treeMachine learningArea under the curveIntensive care medicineSurgeryInternal medicineComputer scienceSepsis Diagnosis and TreatmentAppendicitis Diagnosis and ManagementMachine Learning in Healthcare