Application of deep learning in the diagnosis and evaluation of ulcerative colitis disease severity

• Published in: Therapeutic advances in gastroenterology Vol. 16; p. 17562848231215579
• Main Authors: Jiang, Xinyi, Luo, Xudong, Nan, Qiong, Ye, Yan, Miao, Yinglei, Miao, Jiarong
• Format: Journal Article
• Language: English
• Published: London, England SAGE Publications 01.01.2023; Sage Publications Ltd; SAGE Publishing
• Subjects: Accuracy; Deep learning; Endoscopy; Inflammatory bowel disease; Original Research; Remission (Medicine); deep learning; endoscopic images; MES; ulcerative colitis; UCEIS

Background: Achieving endoscopic and histological remission is a critical treatment objective in ulcerative colitis (UC). Nevertheless, interobserver variability can significantly impact overall assessment performance. Objectives: We aimed to develop a deep learning algorithm for the real-time and o...