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Artificial intelligence and capsule endoscopy: unravelling the future

The applicability of artificial intelligence (AI) in gastroenterology is a hot topic because of its disruptive nature. Capsule endoscopy plays an important role in several areas of digestive pathology, namely in the investigation of obscure hemorrhagic lesions and the management of inflammatory bowe...

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Autores principales: Mascarenhas, Miguel, Afonso, João, Andrade, Patrícia, Cardoso, Hélder, Macedo, Guilherme
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hellenic Society of Gastroenterology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079882/
https://www.ncbi.nlm.nih.gov/pubmed/33948053
http://dx.doi.org/10.20524/aog.2021.0606
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author Mascarenhas, Miguel
Afonso, João
Andrade, Patrícia
Cardoso, Hélder
Macedo, Guilherme
author_facet Mascarenhas, Miguel
Afonso, João
Andrade, Patrícia
Cardoso, Hélder
Macedo, Guilherme
author_sort Mascarenhas, Miguel
collection PubMed
description The applicability of artificial intelligence (AI) in gastroenterology is a hot topic because of its disruptive nature. Capsule endoscopy plays an important role in several areas of digestive pathology, namely in the investigation of obscure hemorrhagic lesions and the management of inflammatory bowel disease. Therefore, there is growing interest in the use of AI in capsule endoscopy. Several studies have demonstrated the enormous potential of using convolutional neural networks in various areas of capsule endoscopy. The exponential development of the usefulness of AI in capsule endoscopy requires consideration of its medium- and long-term impact on clinical practice. Indeed, the advent of deep learning in the field of capsule endoscopy, with its evolutionary character, could lead to a paradigm shift in clinical activity in this setting. In this review, we aim to illustrate the state of the art of AI in the field of capsule endoscopy.
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spelling pubmed-80798822021-05-03 Artificial intelligence and capsule endoscopy: unravelling the future Mascarenhas, Miguel Afonso, João Andrade, Patrícia Cardoso, Hélder Macedo, Guilherme Ann Gastroenterol Review Article The applicability of artificial intelligence (AI) in gastroenterology is a hot topic because of its disruptive nature. Capsule endoscopy plays an important role in several areas of digestive pathology, namely in the investigation of obscure hemorrhagic lesions and the management of inflammatory bowel disease. Therefore, there is growing interest in the use of AI in capsule endoscopy. Several studies have demonstrated the enormous potential of using convolutional neural networks in various areas of capsule endoscopy. The exponential development of the usefulness of AI in capsule endoscopy requires consideration of its medium- and long-term impact on clinical practice. Indeed, the advent of deep learning in the field of capsule endoscopy, with its evolutionary character, could lead to a paradigm shift in clinical activity in this setting. In this review, we aim to illustrate the state of the art of AI in the field of capsule endoscopy. Hellenic Society of Gastroenterology 2021 2021-02-26 /pmc/articles/PMC8079882/ /pubmed/33948053 http://dx.doi.org/10.20524/aog.2021.0606 Text en Copyright: © 2021 Hellenic Society of Gastroenterology https://creativecommons.org/licenses/by-nc-sa/3.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Mascarenhas, Miguel
Afonso, João
Andrade, Patrícia
Cardoso, Hélder
Macedo, Guilherme
Artificial intelligence and capsule endoscopy: unravelling the future
title Artificial intelligence and capsule endoscopy: unravelling the future
title_full Artificial intelligence and capsule endoscopy: unravelling the future
title_fullStr Artificial intelligence and capsule endoscopy: unravelling the future
title_full_unstemmed Artificial intelligence and capsule endoscopy: unravelling the future
title_short Artificial intelligence and capsule endoscopy: unravelling the future
title_sort artificial intelligence and capsule endoscopy: unravelling the future
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079882/
https://www.ncbi.nlm.nih.gov/pubmed/33948053
http://dx.doi.org/10.20524/aog.2021.0606
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