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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-9954871 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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