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

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 of their complex and partly unknown etiology and pathogenesis, the management of ulcerative colitis and Crohn’s disease...

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Autores principales: Da Rio, Leonardo, Spadaccini, Marco, Parigi, Tommaso Lorenzo, Gabbiadini, Roberto, Dal Buono, Arianna, Busacca, Anita, Maselli, Roberta, Fugazza, Alessandro, Colombo, Matteo, Carrara, Silvia, Franchellucci, Gianluca, Alfarone, Ludovico, Facciorusso, Antonio, Hassan, Cesare, Repici, Alessandro, Armuzzi, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850939/
https://www.ncbi.nlm.nih.gov/pubmed/36688019
http://dx.doi.org/10.3748/wjg.v29.i3.508
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author Da Rio, Leonardo
Spadaccini, Marco
Parigi, Tommaso Lorenzo
Gabbiadini, Roberto
Dal Buono, Arianna
Busacca, Anita
Maselli, Roberta
Fugazza, Alessandro
Colombo, Matteo
Carrara, Silvia
Franchellucci, Gianluca
Alfarone, Ludovico
Facciorusso, Antonio
Hassan, Cesare
Repici, Alessandro
Armuzzi, Alessandro
author_facet Da Rio, Leonardo
Spadaccini, Marco
Parigi, Tommaso Lorenzo
Gabbiadini, Roberto
Dal Buono, Arianna
Busacca, Anita
Maselli, Roberta
Fugazza, Alessandro
Colombo, Matteo
Carrara, Silvia
Franchellucci, Gianluca
Alfarone, Ludovico
Facciorusso, Antonio
Hassan, Cesare
Repici, Alessandro
Armuzzi, Alessandro
author_sort Da Rio, Leonardo
collection PubMed
description 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 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 optimization. Artificial 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 specialties. In 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 well. The 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 analysis. Moreover, insights into the potential further developments in this field and their effects on future clinical practice were discussed.
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spelling pubmed-98509392023-01-21 Artificial intelligence and inflammatory bowel disease: Where are we going? Da Rio, Leonardo Spadaccini, Marco Parigi, Tommaso Lorenzo Gabbiadini, Roberto Dal Buono, Arianna Busacca, Anita Maselli, Roberta Fugazza, Alessandro Colombo, Matteo Carrara, Silvia Franchellucci, Gianluca Alfarone, Ludovico Facciorusso, Antonio Hassan, Cesare Repici, Alessandro Armuzzi, Alessandro World J Gastroenterol Minireviews 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 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 optimization. Artificial 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 specialties. In 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 well. The 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 analysis. Moreover, insights into the potential further developments in this field and their effects on future clinical practice were discussed. Baishideng Publishing Group Inc 2023-01-21 2023-01-21 /pmc/articles/PMC9850939/ /pubmed/36688019 http://dx.doi.org/10.3748/wjg.v29.i3.508 Text en ©The Author(s) 2023. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial.
spellingShingle Minireviews
Da Rio, Leonardo
Spadaccini, Marco
Parigi, Tommaso Lorenzo
Gabbiadini, Roberto
Dal Buono, Arianna
Busacca, Anita
Maselli, Roberta
Fugazza, Alessandro
Colombo, Matteo
Carrara, Silvia
Franchellucci, Gianluca
Alfarone, Ludovico
Facciorusso, Antonio
Hassan, Cesare
Repici, Alessandro
Armuzzi, Alessandro
Artificial intelligence and inflammatory bowel disease: Where are we going?
title Artificial intelligence and inflammatory bowel disease: Where are we going?
title_full Artificial intelligence and inflammatory bowel disease: Where are we going?
title_fullStr Artificial intelligence and inflammatory bowel disease: Where are we going?
title_full_unstemmed Artificial intelligence and inflammatory bowel disease: Where are we going?
title_short Artificial intelligence and inflammatory bowel disease: Where are we going?
title_sort artificial intelligence and inflammatory bowel disease: where are we going?
topic Minireviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850939/
https://www.ncbi.nlm.nih.gov/pubmed/36688019
http://dx.doi.org/10.3748/wjg.v29.i3.508
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