Endoscopic evaluation to reliably grade disease activity, detect complications including
cancer and verification of mucosal healing are paramount in the care of patients with …

Aims Evaluating the endoscopic images of patients with ulcerative colitis can effectively
determine a reasonable treatment plan. However, the endoscopic evaluation is usually …

Background and Aims Evaluation of endoscopic disease activity for patients with ulcerative
colitis (UC) is important when determining the treatment of choice. However, endoscopists …

Ulcerative colitis (UC) belongs to the inflammatory bowel disease (IBD) family, which is
mainly caused by inflammation of the tissue in the colon and rectum. The severity of this …

Background & Aims There are intra-and interobserver variations in endoscopic assessment
of ulcerative colitis (UC) and biopsies are often collected for histologic evaluation. We …

Importance Assessing endoscopic disease severity in ulcerative colitis (UC) is a key element
in determining therapeutic response, but its use in clinical practice is limited by the …

Background and Aims Endoscopy is essential for disease assessment in ulcerative colitis
(UC), but subjectivity threatens accuracy and precision. We aimed to pilot a fully automated …

Methods: Here we propose an end-to-end fully automated system based on deep learning to
predict a binary version of the Mayo Clinic Endoscopic Subscore directly from raw …

Objective Previous reports of deep learning-assisted assessment of Mayo endoscopic
subscore (MES) in ulcerative colitis have only explored the ability to distinguish disease …

Deep Neural Network Accurately Predicts Prognosis of Ulcerative Colitis Using Endoscopic
Images - Gastroenterology Skip to Main Content Advertisement Gastroenterology American …