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Evolving role of artificial intelligence in gastrointestinal endoscopy

Artificial intelligence (AI) is a combination of different technologies that enable machines to sense, comprehend, and learn with human-like levels of intelligence. AI technology will eventually enhance human capability, provide machines genuine autonomy, and reduce errors, and increase productivity...

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Detalles Bibliográficos
Autores principales: Parasher, Gulshan, Wong, Morgan, Rawat, Manmeet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7739161/
https://www.ncbi.nlm.nih.gov/pubmed/33362384
http://dx.doi.org/10.3748/wjg.v26.i46.7287
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author Parasher, Gulshan
Wong, Morgan
Rawat, Manmeet
author_facet Parasher, Gulshan
Wong, Morgan
Rawat, Manmeet
author_sort Parasher, Gulshan
collection PubMed
description Artificial intelligence (AI) is a combination of different technologies that enable machines to sense, comprehend, and learn with human-like levels of intelligence. AI technology will eventually enhance human capability, provide machines genuine autonomy, and reduce errors, and increase productivity and efficiency. AI seems promising, and the field is full of invention, novel applications; however, the limitation of machine learning suggests a cautious optimism as the right strategy. AI is also becoming incorporated into medicine to improve patient care by speeding up processes and achieving greater accuracy for optimal patient care. AI using deep learning technology has been used to identify, differentiate catalog images in several medical fields including gastrointestinal endoscopy. The gastrointestinal endoscopy field involves endoscopic diagnoses and prognostication of various digestive diseases using image analysis with the help of various gastrointestinal endoscopic device systems. AI-based endoscopic systems can reliably detect and provide crucial information on gastrointestinal pathology based on their training and validation. These systems can make gastroenterology practice easier, faster, more reliable, and reduce inter-observer variability in the coming years. However, the thought that these systems will replace human decision making replace gastrointestinal endoscopists does not seem plausible in the near future. In this review, we discuss AI and associated various technological terminologies, evolving role in gastrointestinal endoscopy, and future possibilities.
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spelling pubmed-77391612020-12-24 Evolving role of artificial intelligence in gastrointestinal endoscopy Parasher, Gulshan Wong, Morgan Rawat, Manmeet World J Gastroenterol Minireviews Artificial intelligence (AI) is a combination of different technologies that enable machines to sense, comprehend, and learn with human-like levels of intelligence. AI technology will eventually enhance human capability, provide machines genuine autonomy, and reduce errors, and increase productivity and efficiency. AI seems promising, and the field is full of invention, novel applications; however, the limitation of machine learning suggests a cautious optimism as the right strategy. AI is also becoming incorporated into medicine to improve patient care by speeding up processes and achieving greater accuracy for optimal patient care. AI using deep learning technology has been used to identify, differentiate catalog images in several medical fields including gastrointestinal endoscopy. The gastrointestinal endoscopy field involves endoscopic diagnoses and prognostication of various digestive diseases using image analysis with the help of various gastrointestinal endoscopic device systems. AI-based endoscopic systems can reliably detect and provide crucial information on gastrointestinal pathology based on their training and validation. These systems can make gastroenterology practice easier, faster, more reliable, and reduce inter-observer variability in the coming years. However, the thought that these systems will replace human decision making replace gastrointestinal endoscopists does not seem plausible in the near future. In this review, we discuss AI and associated various technological terminologies, evolving role in gastrointestinal endoscopy, and future possibilities. Baishideng Publishing Group Inc 2020-12-14 2020-12-14 /pmc/articles/PMC7739161/ /pubmed/33362384 http://dx.doi.org/10.3748/wjg.v26.i46.7287 Text en ©The Author(s) 2020. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (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.
spellingShingle Minireviews
Parasher, Gulshan
Wong, Morgan
Rawat, Manmeet
Evolving role of artificial intelligence in gastrointestinal endoscopy
title Evolving role of artificial intelligence in gastrointestinal endoscopy
title_full Evolving role of artificial intelligence in gastrointestinal endoscopy
title_fullStr Evolving role of artificial intelligence in gastrointestinal endoscopy
title_full_unstemmed Evolving role of artificial intelligence in gastrointestinal endoscopy
title_short Evolving role of artificial intelligence in gastrointestinal endoscopy
title_sort evolving role of artificial intelligence in gastrointestinal endoscopy
topic Minireviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7739161/
https://www.ncbi.nlm.nih.gov/pubmed/33362384
http://dx.doi.org/10.3748/wjg.v26.i46.7287
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