Gastro-graphical-abstract (IMAGE) Tokyo Medical and Dental University Caption The captured endoscopic images were transferred to the DNUC. Superimposed images were created from the original endoscopic image by filling in the tiles with a specific translucent color. The fill color and transmittance were determined corresponding to the result and to the probability of the score. In addition, we designed the DNUC to output the following results: (1) endoscopic remission (yes/no), (2) histological remission (yes/no), and (3) the UCEIS score. In the determination of endoscopic remission, the DNUC showed high degrees of diagnostic accuracy (90.1%). Regarding the prediction of histological remission, the DNUC showed high diagnostic accuracy (92.9%). Credit Department of Gastroenterology and Hepatology,TMDU Usage Restrictions None License Licensed content Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.