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Development of a convolutional neural network for the endoscopic classification of pouchitis in patients after restorative proctocolectomy

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Background and aims: The aim of this prospective single-center study is to train convolutional neural networks (CNNs) to detect the presence of pouchitis in two-dimensional (2D) images acquired during pouchoscopies and test its f... ...