… To improve the diagnosis and classification performance of endoscopic images of patients
with ulcerative colitis, we added the TTA data augmentation method to the experiment. …

… endoscopic images and biopsy results from an endoscopic … all previous endoscopic images
and specific images of … We reviewed 57,543 endoscopic images from 2012 consecutive …

… images in endoscopic videos to identify portions of videos suitable for disease severity
assessments. Real-world unaltered endoscopic video is composed of a large fraction of images …

… In comparing ulcerative colitis with non-ulcerative colitis endoscopic pathologies, all four
of our CNN models achieved very high predictive accuracy in all experiments. Table 3 shows …

… Comparison of seven endoscopic ulcerative colitis features on white light imaging and the
… on autofluorescence imaging. The green color component on autofluorescence imaging is …

… ulcerative colitis (UC) using confocal endoscopy and investigated the features of confocal
endomicroscopic images of … images of the rectal mucosa in patients with ulcerative colitis (UC) …

… neural network for accurate evaluation of endoscopic images from patients with ulcerative
colitis. … These results suggest that using endoscopic images alone, the DNUC can reliably and …

… the endoscopic usefulness of white light imaging in predicting clinical outcomes using
endoscopic … A previous study indicated that a Mayo endoscopic score of 0 (complete endoscopic …

… endoscopic imaging useful for dysplasia surveillance in longstanding ulcerative colitis
patients. … This review will provide a comprehensive approach to advanced endoscopic imaging …

… The conventional endoscopic images were classified according to the Mayo … conventional
endoscopic images from the target area were randomly allocated. The EC-NBI images were …