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The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now

Crohn’s disease and ulcerative colitis remain debilitating disorders, characterized by progressive bowel damage and possible lethal complications. The growing number of applications for artificial intelligence in gastrointestinal endoscopy has already shown great potential, especially in the field o...

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Autores principales: Diaconu, Claudia, State, Monica, Birligea, Mihaela, Ifrim, Madalina, Bajdechi, Georgiana, Georgescu, Teodora, Mateescu, Bogdan, Voiosu, Theodor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954871/
https://www.ncbi.nlm.nih.gov/pubmed/36832222
http://dx.doi.org/10.3390/diagnostics13040735
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author Diaconu, Claudia
State, Monica
Birligea, Mihaela
Ifrim, Madalina
Bajdechi, Georgiana
Georgescu, Teodora
Mateescu, Bogdan
Voiosu, Theodor
author_facet Diaconu, Claudia
State, Monica
Birligea, Mihaela
Ifrim, Madalina
Bajdechi, Georgiana
Georgescu, Teodora
Mateescu, Bogdan
Voiosu, Theodor
author_sort Diaconu, Claudia
collection PubMed
description Crohn’s disease and ulcerative colitis remain debilitating disorders, characterized by progressive bowel damage and possible lethal complications. The growing number of applications for artificial intelligence in gastrointestinal endoscopy has already shown great potential, especially in the field of neoplastic and pre-neoplastic lesion detection and characterization, and is currently under evaluation in the field of inflammatory bowel disease management. The application of artificial intelligence in inflammatory bowel diseases can range from genomic dataset analysis and risk prediction model construction to the disease grading severity and assessment of the response to treatment using machine learning. We aimed to assess the current and future role of artificial intelligence in assessing the key outcomes in inflammatory bowel disease patients: endoscopic activity, mucosal healing, response to treatment, and neoplasia surveillance.
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spelling pubmed-99548712023-02-25 The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now Diaconu, Claudia State, Monica Birligea, Mihaela Ifrim, Madalina Bajdechi, Georgiana Georgescu, Teodora Mateescu, Bogdan Voiosu, Theodor Diagnostics (Basel) Review Crohn’s disease and ulcerative colitis remain debilitating disorders, characterized by progressive bowel damage and possible lethal complications. The growing number of applications for artificial intelligence in gastrointestinal endoscopy has already shown great potential, especially in the field of neoplastic and pre-neoplastic lesion detection and characterization, and is currently under evaluation in the field of inflammatory bowel disease management. The application of artificial intelligence in inflammatory bowel diseases can range from genomic dataset analysis and risk prediction model construction to the disease grading severity and assessment of the response to treatment using machine learning. We aimed to assess the current and future role of artificial intelligence in assessing the key outcomes in inflammatory bowel disease patients: endoscopic activity, mucosal healing, response to treatment, and neoplasia surveillance. MDPI 2023-02-15 /pmc/articles/PMC9954871/ /pubmed/36832222 http://dx.doi.org/10.3390/diagnostics13040735 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Diaconu, Claudia
State, Monica
Birligea, Mihaela
Ifrim, Madalina
Bajdechi, Georgiana
Georgescu, Teodora
Mateescu, Bogdan
Voiosu, Theodor
The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now
title The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now
title_full The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now
title_fullStr The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now
title_full_unstemmed The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now
title_short The Role of Artificial Intelligence in Monitoring Inflammatory Bowel Disease—The Future Is Now
title_sort role of artificial intelligence in monitoring inflammatory bowel disease—the future is now
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954871/
https://www.ncbi.nlm.nih.gov/pubmed/36832222
http://dx.doi.org/10.3390/diagnostics13040735
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