Prediction of outcome of treatment of acute severe ulcerative colitis using principal component analysis and artificial intelligence

UC Ghoshal, S Rai, A Kulkarni, A Gupta - JGH Open, 2020 - Wiley Online Library
Background and Aim About 15% patients with acute severe ulcerative colitis (UC) fail to
respond to medical treatment and may require colectomy. An early prediction of response may …

Assessing Disease activity in ulcerative colitis using artificial intelligence: can “equally good” Be seen as “better”?

P Bossuyt, S Vermeire, R Bisschops - Gastroenterology, 2020 - gastrojournal.org
… and histologic disease activity in patients with ulcerative colitis (UC). Their endeavor in a …
Over the last years we have seen artificial intelligence (AI) entering the clinical field of image…

A novel artificial intelligence–assisted “vascular healing” diagnosis for prediction of future clinical relapse in patients with ulcerative colitis: a prospective cohort study

T Kuroki, Y Maeda, S Kudo, N Ogata, M Iacucci… - Gastrointestinal …, 2024 - Elsevier
… inflammation and predicting outcomes in patients with ulcerative colitis (UC); however,
the procedure requires specialist endoscopists. Artificial intelligence (AI)–assisted image-…

Using artificial intelligence to identify patients with ulcerative colitis in endoscopic and histologic remission

AK Holmer, PS Dulai - Gastroenterology, 2020 - gastrojournal.org
Endoscopic remission is associated with improved long-term outcomes and is therefore, a
recommended treatment target in ulcerative colitis (UC). 1 Recent evidence has suggested …

Artificialintelligence‐based decision support tools for the differential diagnosis of colitis

P Guimarães, H Finkler, MC Reichert… - European Journal of …, 2023 - Wiley Online Library
… The diagnosis of Crohn's disease and ulcerative colitis is often not straightforward and
depends on the clinician's judgement based on symptoms, medical history, endoscopic and …

A virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in ulcerative colitis

M Iacucci, R Cannatelli, TL Parigi, OM Nardone… - …, 2023 - thieme-connect.com
… (ER, HR) are therapeutic targets in ulcerative colitis (UC). Virtual … We aimed to develop an
artificial intelligence (AI) tool to … by experts using the Ulcerative Colitis Endoscopic Index of …

Real-time use of artificial intelligence at colonoscopy predicts relapse in ulcerative colitis: predicting with “intelligence

JK Limdi, FA Farraye - Gastrointestinal Endoscopy, 2022 - giejournal.org
… The use of artificial intelligence (AI) during colonoscopy is attracting attention as an
endoscopist-independent tool to predict histologic disease activity of ulcerative colitis (UC). However, …

Clinical application of artificial intelligence to evaluate disease activity in patients with ulcerative colitis

준이 - The Korean Journal of Gastroenterology, 2020 - synapse.koreamed.org
… 시스템 (deep neural network for evaluation of ulcerative colitis, DNUC) 을 개발하였고, 대장
… 궤양성 대장염 내시경 중증도 점수 (ulcerative colitis endoscopic index of severity score, …

Artificial intelligence quantifying endoscopic severity of ulcerative colitis in gradation scale

K Takabayashi, T Kobayashi, K Matsuoka… - Digestive …, 2024 - Wiley Online Library
… However, Inflammatory bowel disease (IBD) expert endoscopists … artificial intelligence (AI)
system that can accurately represent the assessment of the endoscopic severity of UC by IBD

Artificial intelligence in gastrointestinal endoscopy for inflammatory bowel disease: a systematic review and new horizons

GE Tontini, A Rimondi, M Vernero… - Therapeutic …, 2021 - journals.sagepub.com
… trained and validated a deep neural network (DNN) to assess both endoscopic and
histopathological disease activity using the ulcerative colitis endoscopic index of severity score (…