Performance comparison of a deep learning algorithm with endoscopists in the detection of duodenal villous atrophy (VA)

Markus W. Scheppach,David Rauber,Johannes Stallhofer,Anna Muzalyova, Vera Otten, Carolin Manzeneder, T. Schwamberger,Julia Wanzl, J. Schlottmann, V. Tadic,Andreas Probst,Elisabeth Schnoy,Christoph Römmele,Carola Fleischmann, Michael Meinikheim,Silvia Miller,Bruno Märkl,Christoph Palm,H Messmann,Alanna Ebigbo

Endoscopy（2023）

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摘要

Aims VA is an endoscopic finding of celiac disease (CD), which can easily be missed if pretest probability is low. In this study, we aimed to develop an artificial intelligence (AI) algorithm for the detection of villous atrophy on endoscopic images.

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关键词

duodenal villous atrophy,deep learning algorithm,endoscopists,deep learning

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