Endoscopists' diagnostic accuracy in detecting upper gastrointestinal neoplasia in the framework of artificial intelligence studies.

Leonardo FrazzoniJulia ArribasGiulio AntonelliDiogo LibânioAlanna EbigboFons van der SommenAlbert Jeroen de GroofHiromu FukudaMasayasu OhmoriRyu IshiharaLianlian WuHong Gang YuYuichi MoriAlessandro RepiciJacques J G H M BergmanPrateek SharmaHelmut MessmannCesare HassanLorenzo FuccioMário Dinis-Ribeiro

Published in: Endoscopy (2021)

We show suboptimal accuracy of endoscopists for the recognition of UGIN even within a framework that included a higher prevalence and disease awareness. Future AI validation studies represent a framework to assess endoscopist competence.

Keyphrases

artificial intelligence
machine learning
big data
deep learning
case control
risk factors
current status