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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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