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Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy

Artificial intelligence (AI) is a quickly expanding field in gastrointestinal endoscopy. Although there are a myriad of applications of AI ranging from identification of bleeding to predicting outcomes in patients with inflammatory bowel disease, a great deal of research has focused on the identific...

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Detalles Bibliográficos
Autores principales: Minchenberg, Scott B, Walradt, Trent, Glissen Brown, Jeremy R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124983/
https://www.ncbi.nlm.nih.gov/pubmed/35646286
http://dx.doi.org/10.4251/wjgo.v14.i5.989
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author Minchenberg, Scott B
Walradt, Trent
Glissen Brown, Jeremy R
author_facet Minchenberg, Scott B
Walradt, Trent
Glissen Brown, Jeremy R
author_sort Minchenberg, Scott B
collection PubMed
description Artificial intelligence (AI) is a quickly expanding field in gastrointestinal endoscopy. Although there are a myriad of applications of AI ranging from identification of bleeding to predicting outcomes in patients with inflammatory bowel disease, a great deal of research has focused on the identification and classification of gastrointestinal malignancies. Several of the initial randomized, prospective trials utilizing AI in clinical medicine have centered on polyp detection during screening colonoscopy. In addition to work focused on colorectal cancer, AI systems have also been applied to gastric, esophageal, pancreatic, and liver cancers. Despite promising results in initial studies, the generalizability of most of these AI systems have not yet been evaluated. In this article we review recent developments in the field of AI applied to gastrointestinal oncology.
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spelling pubmed-91249832022-05-27 Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy Minchenberg, Scott B Walradt, Trent Glissen Brown, Jeremy R World J Gastrointest Oncol Minireviews Artificial intelligence (AI) is a quickly expanding field in gastrointestinal endoscopy. Although there are a myriad of applications of AI ranging from identification of bleeding to predicting outcomes in patients with inflammatory bowel disease, a great deal of research has focused on the identification and classification of gastrointestinal malignancies. Several of the initial randomized, prospective trials utilizing AI in clinical medicine have centered on polyp detection during screening colonoscopy. In addition to work focused on colorectal cancer, AI systems have also been applied to gastric, esophageal, pancreatic, and liver cancers. Despite promising results in initial studies, the generalizability of most of these AI systems have not yet been evaluated. In this article we review recent developments in the field of AI applied to gastrointestinal oncology. Baishideng Publishing Group Inc 2022-05-15 2022-05-15 /pmc/articles/PMC9124983/ /pubmed/35646286 http://dx.doi.org/10.4251/wjgo.v14.i5.989 Text en ©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
spellingShingle Minireviews
Minchenberg, Scott B
Walradt, Trent
Glissen Brown, Jeremy R
Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy
title Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy
title_full Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy
title_fullStr Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy
title_full_unstemmed Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy
title_short Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy
title_sort scoping out the future: the application of artificial intelligence to gastrointestinal endoscopy
topic Minireviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124983/
https://www.ncbi.nlm.nih.gov/pubmed/35646286
http://dx.doi.org/10.4251/wjgo.v14.i5.989
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