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The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management
Irritable bowel syndrome (IBS) has a global prevalence of around 4.1% and is associated with a low quality of life and increased healthcare costs. Current guidelines recommend that IBS is diagnosed using the symptom-based Rome IV criteria. Despite this, when patients seek medical attention, they are...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648815/ https://www.ncbi.nlm.nih.gov/pubmed/37958232 http://dx.doi.org/10.3390/diagnostics13213336 |
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author | Vulpoi, Radu Alexandru Luca, Mihaela Ciobanu, Adrian Olteanu, Andrei Bărboi, Oana Iov, Diana-Elena Nichita, Loredana Ciortescu, Irina Cijevschi Prelipcean, Cristina Ștefănescu, Gabriela Mihai, Cătălina Drug, Vasile Liviu |
author_facet | Vulpoi, Radu Alexandru Luca, Mihaela Ciobanu, Adrian Olteanu, Andrei Bărboi, Oana Iov, Diana-Elena Nichita, Loredana Ciortescu, Irina Cijevschi Prelipcean, Cristina Ștefănescu, Gabriela Mihai, Cătălina Drug, Vasile Liviu |
author_sort | Vulpoi, Radu Alexandru |
collection | PubMed |
description | Irritable bowel syndrome (IBS) has a global prevalence of around 4.1% and is associated with a low quality of life and increased healthcare costs. Current guidelines recommend that IBS is diagnosed using the symptom-based Rome IV criteria. Despite this, when patients seek medical attention, they are usually over-investigated. This issue might be resolved by novel technologies in medicine, such as the use of Artificial Intelligence (AI). In this context, this paper aims to review AI applications in IBS. AI in colonoscopy proved to be useful in organic lesion detection and diagnosis and in objectively assessing the quality of the procedure. Only a recently published study talked about the potential of AI-colonoscopy in IBS. AI was also used to study biofilm characteristics in the large bowel and establish a potential relationship with IBS. Moreover, an AI algorithm was developed in order to correlate specific bowel sounds with IBS. In addition to that, AI-based smartphone applications have been developed to facilitate the monitoring of IBS symptoms. From a therapeutic standpoint, an AI system was created to recommend specific diets based on an individual’s microbiota. In conclusion, future IBS diagnosis and treatment may benefit from AI. |
format | Online Article Text |
id | pubmed-10648815 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106488152023-10-29 The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management Vulpoi, Radu Alexandru Luca, Mihaela Ciobanu, Adrian Olteanu, Andrei Bărboi, Oana Iov, Diana-Elena Nichita, Loredana Ciortescu, Irina Cijevschi Prelipcean, Cristina Ștefănescu, Gabriela Mihai, Cătălina Drug, Vasile Liviu Diagnostics (Basel) Review Irritable bowel syndrome (IBS) has a global prevalence of around 4.1% and is associated with a low quality of life and increased healthcare costs. Current guidelines recommend that IBS is diagnosed using the symptom-based Rome IV criteria. Despite this, when patients seek medical attention, they are usually over-investigated. This issue might be resolved by novel technologies in medicine, such as the use of Artificial Intelligence (AI). In this context, this paper aims to review AI applications in IBS. AI in colonoscopy proved to be useful in organic lesion detection and diagnosis and in objectively assessing the quality of the procedure. Only a recently published study talked about the potential of AI-colonoscopy in IBS. AI was also used to study biofilm characteristics in the large bowel and establish a potential relationship with IBS. Moreover, an AI algorithm was developed in order to correlate specific bowel sounds with IBS. In addition to that, AI-based smartphone applications have been developed to facilitate the monitoring of IBS symptoms. From a therapeutic standpoint, an AI system was created to recommend specific diets based on an individual’s microbiota. In conclusion, future IBS diagnosis and treatment may benefit from AI. MDPI 2023-10-29 /pmc/articles/PMC10648815/ /pubmed/37958232 http://dx.doi.org/10.3390/diagnostics13213336 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 Vulpoi, Radu Alexandru Luca, Mihaela Ciobanu, Adrian Olteanu, Andrei Bărboi, Oana Iov, Diana-Elena Nichita, Loredana Ciortescu, Irina Cijevschi Prelipcean, Cristina Ștefănescu, Gabriela Mihai, Cătălina Drug, Vasile Liviu The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management |
title | The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management |
title_full | The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management |
title_fullStr | The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management |
title_full_unstemmed | The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management |
title_short | The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management |
title_sort | potential use of artificial intelligence in irritable bowel syndrome management |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648815/ https://www.ncbi.nlm.nih.gov/pubmed/37958232 http://dx.doi.org/10.3390/diagnostics13213336 |
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