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Development of machine learning models to predict perioperative blood transfusion in hip surgery

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Background: Allogeneic Blood transfusion is common in hip surgery but is associated with increased morbidity. Accurate prediction of transfusion risk is necessary for minimizing blood product waste and preoperative decision-makin... ...