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

World Journal of Gastroenterology 2023年第3期29卷 508-520页

作者： Leonardo Da Rio Marco Spadaccini Tommaso Lorenzo Parigi Roberto Gabbiadini arianna dal buono Anita Busacca Roberta Maselli Alessandro Fugazza Matteo Colombo Silvia Carrara Gianluca Franchellucci Ludovico Alfarone Antonio Facciorusso Cesare Hassan Alessandro Repici Alessandro Armuzzi Department of Endoscopy Humanitas Research HospitalIRCCSRozzano 20089MilanoItaly Department of Biomedical Sciences Humanitas UniversityRozzano 20089MilanoItaly IBD Center Humanitas Research HospitalIRCCSRozzano 20089MilanoItaly Gastroenterology Unit Department of Medical SciencesUniversity of FoggiaFoggia 71122FoggiaItaly

Inflammatory bowel diseases,namely ulcerative colitis and Crohn’s disease,are chronic and relapsing conditions that pose a growing burden on healthcare systems *** of their complex and partly unknown etiology and pathogenesis,the management of ulcerative colitis and Crohn’s disease can prove challenging not only from a clinical point of view but also for resource *** intelligence,an umbrella term that encompasses any cognitive function developed by machines for learning or problem solving,and its subsets machine learning and deep learning are becoming ever more essential tools with a plethora of applications in most medical *** this regard gastroenterology is no exception,and due to the importance of endoscopy and imaging numerous clinical studies have been gradually highlighting the relevant role that artificial intelligence has in inflammatory bowel diseases as *** aim of this review was to summarize the most recent evidence on the use of artificial intelligence in inflammatory bowel diseases in various contexts such as diagnosis,follow-up,treatment,prognosis,cancer surveillance,data collection,and ***,insights into the potential further developments in this field and their effects on future clinical practice were discussed.

关键词： Inflammatory bowel disease Artificial intelligence Machine learning Crohn’s disease Ulcerative colitis Computer-aided diagnosis

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