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 …

[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
Inflammatory bowel disease (IBD) is a complex, immune-mediated gastrointestinal disorder
with ill-defined etiology, multifaceted diagnostic criteria, and unpredictable treatment …

[HTML][HTML] Artificial intelligence applications in inflammatory bowel disease: emerging technologies and future directions

J Gubatan, S Levitte, A Patel, T Balabanis… - World journal of …, 2021 - ncbi.nlm.nih.gov
Inflammatory bowel disease (IBD) is a complex and multifaceted disorder of the
gastrointestinal tract that is increasing in incidence worldwide and associated with …

Artificial intelligence for inflammatory bowel diseases (IBD); accurately predicting adverse outcomes using machine learning

A Zand, Z Stokes, A Sharma, WK van Deen… - Digestive Diseases and …, 2022 - Springer
Abstract Background Inflammatory Bowel Diseases with its complexity and heterogeneity
could benefit from the increased application of Artificial Intelligence in clinical management …

Machine learning predictive outcomes modeling in inflammatory bowel diseases

A Javaid, O Shahab, W Adorno… - Inflammatory bowel …, 2022 - academic.oup.com
There is a rising interest in use of big data approaches to personalize treatment of
inflammatory bowel diseases (IBDs) and to predict and prevent outcomes such as disease …

Benchmark of data processing methods and machine learning models for gut microbiome-based diagnosis of inflammatory bowel disease

R Kubinski, JY Djamen-Kepaou, T Zhanabaev… - Frontiers in …, 2022 - frontiersin.org
Patients with inflammatory bowel disease (IBD) wait months and undergo numerous
invasive procedures between the initial appearance of symptoms and receiving a diagnosis …

Inflammatory Bowel Diseases: Does One Histological Score Fit All?

V Villanacci, R Del Sordo, TL Parigi, G Leoncini… - Diagnostics, 2023 - mdpi.com
Mucosal healing (MH) is the main treatment target in ulcerative colitis (UC) and Crohn's
disease, and it is defined by the combination of complete endoscopic and histologic …

[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 …

Machine learning modeling from omics data as prospective tool for improvement of inflammatory bowel disease diagnosis and clinical classifications

B Stankovic, N Kotur, G Nikcevic, V Gasic, B Zukic… - Genes, 2021 - mdpi.com
Research of inflammatory bowel disease (IBD) has identified numerous molecular players
involved in the disease development. Even so, the understanding of IBD is incomplete, while …

Precision medicine in inflammatory bowel disease

V Annese, M Annese - Diagnostics, 2023 - mdpi.com
Ulcerative colitis and Crohn's disease are traditionally defined as the two main subtypes of
inflammatory bowel disease. However, a more recent view considers IBD as a spectrum of …