[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 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 …

Using machine learning to impact on long-term clinical care: principles, challenges, and practicalities

JJ Ashton, A Young, MJ Johnson, RM Beattie - Pediatric Research, 2023 - nature.com
The rise of machine learning in healthcare has significant implications for paediatrics. Long-
term conditions with significant disease heterogeneity comprise large portions of the routine …

Early diagnosis, early stratification, and early intervention to deliver precision medicine in IBD

NM Noor, P Sousa, S Paul… - Inflammatory bowel …, 2022 - academic.oup.com
Despite huge advances in understanding the molecular basis of IBD, clinical management
has continued to rely on a “trial and error” approach. In addition, a therapeutic ceiling has …

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 …

Biomarkers for the prediction and diagnosis of fibrostenosing Crohn's disease: a systematic review

CA Steiner, JA Berinstein, J Louissaint… - Clinical …, 2022 - Elsevier
Background and Aims Intestinal strictures are a common complication of Crohn's disease
(CD). Biomarkers of intestinal strictures would assist in their prediction, diagnosis, and …

Inflammatory bowel disease genomics, transcriptomics, proteomics and metagenomics meet artificial intelligence

AL Cannarozzi, A Latiano, L Massimino… - United European …, 2024 - Wiley Online Library
Various extrinsic and intrinsic factors such as drug exposures, antibiotic treatments,
smoking, lifestyle, genetics, immune responses, and the gut microbiome characterize …

Big data in gastroenterology research

M Alizadeh, N Sampaio Moura, A Schledwitz… - International Journal of …, 2023 - mdpi.com
Studying individual data types in isolation provides only limited and incomplete answers to
complex biological questions and particularly falls short in revealing sufficient mechanistic …

[HTML][HTML] Multi-omics in Crohn's disease: New insights from inside

C Mu, Q Zhao, Q Zhao, L Yang, X Pang, T Liu… - Computational and …, 2023 - Elsevier
Crohn's disease (CD) is an inflammatory bowel disease (IBD) with complex clinical
manifestations such as chronic diarrhea, weight loss and hematochezia. Despite the …

Serum Immune Profiling in Paediatric Crohn's Disease Demonstrates Stronger Immune Modulation With First-Line Infliximab Than Conventional Therapy and Pre …

MME Jongsma, LMM Costes… - Journal of Crohn's …, 2023 - academic.oup.com
Background Despite its efficacy, rational guidance for starting/stopping first-line biologic
treatment in individual paediatric Crohn's disease [CD] patients is needed. We assessed …