European journal of gastroenterology & hepatology
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Eur J Gastroenterol Hepatol · May 2021
Deep learning enabled classification of Mayo endoscopic subscore in patients with ulcerative colitis.
Previous reports of deep learning-assisted assessment of Mayo endoscopic subscore (MES) in ulcerative colitis have only explored the ability to distinguish disease remission (MES 0/1) from severe disease (MES 2/3) or inactive disease (MES 0) from active disease (MES 1-3). We sought to explore the utility of deep learning models in the automated grading of each individual MES in ulcerative colitis. ⋯ We have demonstrated a deep learning model was able to robustly classify individual grades of endoscopic disease severity among patients with ulcerative colitis.