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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2020
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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. |
format | Online Article Text |
id | pubmed-8059458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
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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