[HTML][HTML] Artificial intelligence in gastroenterology: A state-of-the-art review

PT Kröner, MML Engels, BS Glicksberg… - World journal of …, 2021 - ncbi.nlm.nih.gov
The development of artificial intelligence (AI) has increased dramatically in the last 20 years,
with clinical applications progressively being explored for most of the medical specialties …

[HTML][HTML] Disease monitoring in inflammatory bowel disease: evolving principles and possibilities

N Plevris, CW Lees - Gastroenterology, 2022 - Elsevier
Inflammatory bowel disease is a progressive and debilitating condition. Early and effective
treatment utilizing a treat to target approach is key in improving patient outcomes. Therefore …

PICaSSO Histologic Remission Index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting …

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 …

Artificial intelligence enabled automated diagnosis and grading of ulcerative colitis endoscopy images

RT Sutton, OR Zai͏̈ane, R Goebel, DC Baumgart - Scientific reports, 2022 - nature.com
Endoscopic evaluation to reliably grade disease activity, detect complications including
cancer and verification of mucosal healing are paramount in the care of patients with …

Breaking the therapeutic ceiling in drug development in ulcerative colitis

D Alsoud, B Verstockt, C Fiocchi… - The lancet …, 2021 - thelancet.com
Increased knowledge of the intricate pathogenesis of ulcerative colitis has triggered an
advance in drug development during the past two decades, resulting in the advent of several …

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

RW Stidham, K Takenaka - Gastroenterology, 2022 - Elsevier
Artificial intelligence (AI) has arrived and it will directly impact how we assess, monitor, and
manage inflammatory bowel disease (IBD). Advances in the machine learning …

[HTML][HTML] Artificial intelligence and inflammatory bowel disease: Where are we going?

L Da Rio, M Spadaccini, TL Parigi… - World Journal of …, 2023 - ncbi.nlm.nih.gov
Inflammatory bowel diseases, namely ulcerative colitis and Crohn's disease, are chronic and
relapsing conditions that pose a growing burden on healthcare systems worldwide. Because …

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

BG Becker, F Arcadu, A Thalhammer… - Therapeutic …, 2021 - ncbi.nlm.nih.gov
Methods: Here we propose an end-to-end fully automated system based on deep learning to
predict a binary version of the Mayo Clinic Endoscopic Subscore directly from raw …

Deep neural network for video colonoscopy of ulcerative colitis: a cross-sectional study

K Takenaka, T Fujii, A Kawamoto, K Suzuki… - The Lancet …, 2022 - thelancet.com
Background A combination of endoscopic and histological evaluation is important in the
management of patients with ulcerative colitis. We aimed to adapt our previous deep neural …

A systematic review of artificial intelligence and machine learning applications to inflammatory bowel disease, with practical guidelines for interpretation

IS Stafford, MM Gosink, E Mossotto… - Inflammatory Bowel …, 2022 - academic.oup.com
Background Inflammatory bowel disease (IBD) is a gastrointestinal chronic disease with an
unpredictable disease course. Computational methods such as machine learning (ML) have …