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A review of water exchange and artificial intelligence in improving adenoma detection

Water exchange (WE) and artificial intelligence (AI) have made critical advances during the past decade. WE significantly increases adenoma detection and AI holds the potential to help endoscopists detect more polyps and adenomas. We performed an electronic literature search on PubMed using the foll...

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Autores principales: Tang, Chia-Pei, Shao, Paul P., Hsieh, Yu-Hsi, Leung, Felix W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059458/
https://www.ncbi.nlm.nih.gov/pubmed/33912406
http://dx.doi.org/10.4103/tcmj.tcmj_88_20
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author Tang, Chia-Pei
Shao, Paul P.
Hsieh, Yu-Hsi
Leung, Felix W.
author_facet Tang, Chia-Pei
Shao, Paul P.
Hsieh, Yu-Hsi
Leung, Felix W.
author_sort Tang, Chia-Pei
collection PubMed
description Water exchange (WE) and artificial intelligence (AI) have made critical advances during the past decade. WE significantly increases adenoma detection and AI holds the potential to help endoscopists detect more polyps and adenomas. We performed an electronic literature search on PubMed using the following keywords: water-assisted and water exchange colonoscopy, adenoma and polyp detection, artificial intelligence, deep learning, neural networks, and computer-aided colonoscopy. We reviewed relevant articles published in English from 2010 to May 2020. Additional articles were searched manually from the reference lists of the publications reviewed. We discussed recent advances in both WE and AI, including their advantages and limitations. AI may mitigate operator-dependent factors that limit the potential of WE. By increasing bowel cleanliness and improving visualization, WE may provide the platform to optimize the performance of AI for colonoscopies. The strengths of WE and AI may complement each other in spite of their weaknesses to maximize adenoma detection.
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spelling pubmed-80594582021-04-27 A review of water exchange and artificial intelligence in improving adenoma detection Tang, Chia-Pei Shao, Paul P. Hsieh, Yu-Hsi Leung, Felix W. Tzu Chi Med J Review Article Water exchange (WE) and artificial intelligence (AI) have made critical advances during the past decade. WE significantly increases adenoma detection and AI holds the potential to help endoscopists detect more polyps and adenomas. We performed an electronic literature search on PubMed using the following keywords: water-assisted and water exchange colonoscopy, adenoma and polyp detection, artificial intelligence, deep learning, neural networks, and computer-aided colonoscopy. We reviewed relevant articles published in English from 2010 to May 2020. Additional articles were searched manually from the reference lists of the publications reviewed. We discussed recent advances in both WE and AI, including their advantages and limitations. AI may mitigate operator-dependent factors that limit the potential of WE. By increasing bowel cleanliness and improving visualization, WE may provide the platform to optimize the performance of AI for colonoscopies. The strengths of WE and AI may complement each other in spite of their weaknesses to maximize adenoma detection. Wolters Kluwer - Medknow 2020-10-05 /pmc/articles/PMC8059458/ /pubmed/33912406 http://dx.doi.org/10.4103/tcmj.tcmj_88_20 Text en Copyright: © 2021 Tzu Chi Medical Journal https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Review Article
Tang, Chia-Pei
Shao, Paul P.
Hsieh, Yu-Hsi
Leung, Felix W.
A review of water exchange and artificial intelligence in improving adenoma detection
title A review of water exchange and artificial intelligence in improving adenoma detection
title_full A review of water exchange and artificial intelligence in improving adenoma detection
title_fullStr A review of water exchange and artificial intelligence in improving adenoma detection
title_full_unstemmed A review of water exchange and artificial intelligence in improving adenoma detection
title_short A review of water exchange and artificial intelligence in improving adenoma detection
title_sort review of water exchange and artificial intelligence in improving adenoma detection
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059458/
https://www.ncbi.nlm.nih.gov/pubmed/33912406
http://dx.doi.org/10.4103/tcmj.tcmj_88_20
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