[HTML][HTML] Where do we stand in AI for endoscopic image analysis? Deciphering gaps and future directions

S Ali - npj Digital Medicine, 2022 - nature.com
Recent developments in deep learning have enabled data-driven algorithms that can reach
human-level performance and beyond. The development and deployment of medical image …

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] Machine learning application in autoimmune diseases: State of art and future prospectives

MG Danieli, S Brunetto, L Gammeri, D Palmeri… - Autoimmunity …, 2023 - Elsevier
Autoimmune diseases are a group of disorders resulting from an alteration of immune
tolerance, characterized by the formation of autoantibodies and the consequent …

[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
Abstract Background The SI-CURA project (Soluzioni Innovative per la gestione del
paziente e il follow up terapeutico della Colite UlceRosA) is an Italian initiative aimed at the …

Artificial intelligence in inflammatory bowel disease endoscopy: advanced development and new horizons

Y Chang, Z Wang, HB Sun, YQ Li… - … research and practice, 2023 - Wiley Online Library
Inflammatory bowel disease (IBD) is a complex chronic immune disease with two subtypes:
Crohn's disease and ulcerative colitis. Considering the differences in pathogenesis, etiology …

Present and future of endoscopy precision for inflammatory bowel disease

G Santacroce, I Zammarchi, CK Tan… - Digestive …, 2024 - Wiley Online Library
Several advanced imaging techniques are now available for endoscopists managing
inflammatory bowel disease (IBD) patients. These tools, including dye‐based and virtual …

Can artificial intelligence replace endoscopists when assessing mucosal healing in ulcerative colitis? A systematic review and diagnostic test accuracy meta-analysis

A Rimondi, K Gottlieb, EJ Despott, M Iacucci… - Digestive and Liver …, 2023 - Elsevier
Abstract Backgrounds and Aims Mucosal healing (MH) in inflammatory bowel diseases
(IBD) is an important landmark for clinical decision making. Artificial intelligence systems (AI) …

[HTML][HTML] Emerging strategy towards mucosal healing in inflammatory bowel disease: what the future holds?

M Wang, J Shi, C Yu, X Zhang, G Xu, Z Xu… - Frontiers in …, 2023 - frontiersin.org
For decades, the therapeutic goal of conventional treatment among inflammatory bowel
disease (IBD) patients is alleviating exacerbations in acute phase, maintaining remission …

Artificial intelligence in endoscopy related to inflammatory bowel disease: A systematic review

P Pal, K Pooja, Z Nabi, R Gupta, M Tandan… - Indian Journal of …, 2024 - Springer
Abstract Background and Objectives In spite of rapid growth of artificial intelligence (AI) in
digestive endoscopy in lesion detection and characterization, the role of AI in inflammatory …

Distinguishing bronchoscopically observed anatomical positions of airway under by convolutional neural network

C Chen, FJF Herth, Y Zuo, H Li… - … in Chronic Disease, 2023 - journals.sagepub.com
Background: Artificial intelligence (AI) technology has been used for finding lesions via
gastrointestinal endoscopy. However, there were few AI-associated studies that discuss …