A baby step or a real giant stride: histomic enabled by artificial intelligence to predict treatment response in pediatric patients with ulcerative colitis

M Iacucci, Y Maeda, S Ghosh - Gastroenterology, 2024 - gastrojournal.org
… Figure 1Futuristic endohisto-omics approach to personalized therapy in ulcerative colitis.
AI, artificial intelligence. (We acknowledge the contribution of Dr Santacroce in designing the …

Clinical application and diagnostic accuracy of artificial intelligence in colonoscopy for inflammatory bowel disease: systematic review

LS Yang, E Perry, L Shan, H Wilding… - Endoscopy …, 2022 - thieme-connect.com
ulcerative colitis. The diagnostic performance is promising and suggests potential for other
clinical application of AI in IBDartificial intelligence models for prediction of ulcerative colitis

Novel deep learning–based computer-aided diagnosis system for predicting inflammatory activity in ulcerative colitis

Y Fan, R Mu, H Xu, C Xie, Y Zhang, L Liu… - Gastrointestinal …, 2023 - Elsevier
… We trained the artificial intelligence (AI) scoring system using these images, which was
then used for full-length video scoring. To more accurately assess and visualize the full-length …

Application of artificial intelligence modeling technology based on multi-omics in noninvasive diagnosis of inflammatory bowel disease

Q Huang, X Zhang, Z Hu - Journal of Inflammation Research, 2021 - Taylor & Francis
… In this study, we established artificial intelligence models by using non-invasive data for IBD
… selected feature biomarkers are up-regulated in ulcerative colitis (UC) and Crohn’s disease (…

Artificial intelligence for disease assessment in inflammatory bowel disease: how will it change our practice?

RW Stidham, K Takenaka - Gastroenterology, 2022 - Elsevier
… Consider a fictitious example in which an investigator hypothesizes that colectomy risk in
ulcerative colitis (UC) can be predicted by fecal calprotectin and length of colonic disease. …

Real‐world use of endoscopic and histological indices in ulcerative colitis: Results of a global survey

OM Nardone, M Iacucci, V Villanacci… - United European …, 2023 - Wiley Online Library
… or very useful an artificial intelligence system to automate … disease activity when managing
ulcerative colitis. Nevertheless, … of real-world use of standard reporting in ulcerative colitis. …

[HTML][HTML] Using computer vision to improve endoscopic disease quantification in therapeutic clinical trials of ulcerative colitis

RW Stidham, L Cai, S Cheng, F Rajaei, T Hiatt… - Gastroenterology, 2024 - Elsevier
… for ulcerative colitis could be enhanced using recent advances in artificial intelligence and
… Advancements in artificial intelligence (AI) are improving our ability to assess inflammatory …

Fully automated endoscopic disease activity assessment in ulcerative colitis

H Yao, K Najarian, J Gryak, S Bishu, MD Rice… - Gastrointestinal …, 2021 - Elsevier
… These early results support the potential for artificial intelligence to provide endoscopic
disease grading in UC that approximates the scoring of experienced reviewers. …

Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data

B Gutierrez Becker, F Arcadu… - Therapeutic …, 2021 - journals.sagepub.com
… videos and estimate the severity of ulcerative colitis. In this work, we present an artificial
intelligence algorithm for the automatic grading of ulcerative colitis in full endoscopic videos. Our …

Novel computer-assisted diagnosis system for endoscopic disease activity in patients with ulcerative colitis

T Ozawa, S Ishihara, M Fujishiro, H Saito… - Gastrointestinal …, 2019 - Elsevier
… Recently, substantial progress has been made in the area of artificial intelligence (AI),
and it has been reported that AI using deep learning methods has surpassed even human …