The Histological Detection of Ulcerative Colitis Using a No-Code Artificial Intelligence Model

Y Hamamoto, M Kawamura, H Uchida… - … Journal of Surgical …, 2023 - journals.sagepub.com
Ulcerative colitis (UC) is a type of chronic inflammatory bowel disease (IBD) that occurs
frequently in young adults. However, its pathogenesis is not completely known. The diagnosis of …

[HTML][HTML] DEVELOPMENT OF ARTIFICIAL INTELLIGENCE QUANTIFYING ENDOSCOPIC SEVERITY OF ULCERATIVE COLITIS IN GRADATION SCALE

K Takabayashi, T Kobayashi, K Matsuoka… - Gastrointestinal …, 2023 - researchgate.net
artificial intelligence (AI) system that can accurately represent the assessment of the
endoscopic severity of UC by IBD … images pairs created by IBD expert endoscopists. Using the …

Clinical applications of artificial intelligence and machine learning‐based methods in inflammatory bowel disease

S Cohen‐Mekelburg, S Berry… - Journal of …, 2021 - Wiley Online Library
… neural network for the identification of ulcerative colitis endoscopic activity showed comparable
… network using colonoscopy images of ulcerative colitis patients to identify endoscopic …

[Retracted] Artificial Intelligence Algorithm‐Based Differential Diagnosis of Crohn's Disease and Ulcerative Colitis by CT Image

F Jiang, X Fu, K Kuang, D Fan - … and Mathematical Methods in …, 2022 - Wiley Online Library
The aim of this study was to investigate the effect of low‐dose CT enterography (CTE) based
on modified guided image filtering (GIF) algorithm in the differential diagnosis of ulcerative

Quantitative and explainable artificial intelligence (AI)-powered approaches to predict ulcerative colitis disease activity from hematoxylin and eosin (H&E)-stained …

K Sucipto, A Khosla, M Drage, Y Wang… - Inflammatory Bowel …, 2023 - academic.oup.com
BACKGROUND Microscopic inflammation has been shown to be an important indicator of
disease activity in ulcerative colitis (UC). However, manual histologic scoring is semi-…

[HTML][HTML] Emerging use of artificial intelligence in inflammatory bowel disease

A Kohli, EA Holzwanger, AN Levy - World Journal of …, 2020 - ncbi.nlm.nih.gov
… the full impact AI may have on improving Crohn’s disease and ulcerative colitis patient
outcomes. … efforts to incorporate artificial intelligence (AI) and machine learning in the field of IBD. …

[HTML][HTML] Automatically detecting Crohn's disease and Ulcerative Colitis from endoscopic imaging

M Chierici, N Puica, M Pozzi, A Capistrano… - BMC Medical Informatics …, 2022 - Springer
… at the development of artificial intelligence solutions to discriminate pathologies of different
nature, including inflammatory bowel disease (IBD), namely Ulcerative Colitis (UC) and Crohn…

… : development of a novel simplified histological score for monitoring mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence …

X Gui, A Bazarova, R Del Amor, M Vieth, G De Hertogh… - Gut, 2022 - gut.bmj.com
Histological remission is evolving as an important treatment target in UC. We aimed to develop
a simple histological index, aligned to endoscopy, correlated with clinical outcomes, and …

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 …

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 …