The British journal of surgery
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Br J Surg
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Oesophagectomy is an operation with a high risk of postoperative complications. The aim of this single-centre retrospective study was to apply machine-learning methods to predict complications (Clavien-Dindo grade IIIa or higher) and specific adverse events. ⋯ The neural network scored the highest accuracies compared with all of the other models for the prediction of postoperative complications after oesophagectomy.