… in artificial intelligence, especially in supervised deep learning, can utilize data from
endoscopic … In this Perspective, we summarize state-of-the-art artificial intelligence for computer-…

… At the same time, the accumulation of prospective research evidence will prove the effectiveness
of AI in clinical practice, and the future of endoscopic AI as a standard medical device in …

… In general, using artificial intelligence as an adjunct to standard practices within GI has
the potential to improve the speed and accuracy of diagnostic testing while aiming to offload …

… has been increasing steadily in the GI endoscopy field. An array of … standards to assess the
capability of AI for GI endoscopic … Most of the challenges associated with AI in the endoscopy …

… machine learning techniques, the former currently being considered the standard artificial
intelligence … Furthermore, some artificial intelligence-assisted systems that aim to improve the …

… Endoscopic retrograde cholangiography was developed in the 1970s and EUS in the 1980s,
further showing the potential of endoscopy to … seen the growth of artificial intelligence (AI) in …

… Artificial intelligence has been portrayed as a silver bullet for a number of challenges
encountered in gastrointestinal (GI) endoscopy and beyond. Intense research, commercial and …

… We preferred an endoscopic to a pathology reference standard, as the real-time clinical
decision-making may be more relevant than the correct prediction of the exact invasion depth. …

… standard high-definition white light endoscopy (HD-WLE), and the ability to run the software
on standard … that the technology could be practical in a “real world” endoscopy environment. …

… White-light imaging (WLI) endoscopy is a standard protocol for examining gastric lesions;
however, the performance of endoscopists varies greatly, leading to a miss rate of 20 %–40 % …