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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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wolters Kluwer Medknow Publications
2021-01-01
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| Series: | Tzu Chi Medical Journal |
| Subjects: | |
| Online Access: | http://www.tcmjmed.com/article.asp?issn=1016-3190;year=2021;volume=33;issue=2;spage=108;epage=114;aulast=Tang |
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| _version_ | 1850146115424354304 |
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| author | Chia-Pei Tang Paul P Shao Yu-Hsi Hsieh Felix W Leung |
| author_facet | Chia-Pei Tang Paul P Shao Yu-Hsi Hsieh Felix W Leung |
| author_sort | Chia-Pei Tang |
| collection | DOAJ |
| 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 | Article |
| id | doaj-art-51aa6633e1b94e3fb5360b98648faac2 |
| institution | OA Journals |
| issn | 1016-3190 2223-8956 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wolters Kluwer Medknow Publications |
| record_format | Article |
| series | Tzu Chi Medical Journal |
| spelling | doaj-art-51aa6633e1b94e3fb5360b98648faac22025-08-20T02:27:56ZengWolters Kluwer Medknow PublicationsTzu Chi Medical Journal1016-31902223-89562021-01-0133210811410.4103/tcmj.tcmj_88_20A review of water exchange and artificial intelligence in improving adenoma detectionChia-Pei TangPaul P ShaoYu-Hsi HsiehFelix W LeungWater 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.http://www.tcmjmed.com/article.asp?issn=1016-3190;year=2021;volume=33;issue=2;spage=108;epage=114;aulast=Tangadenoma detection rateadenoma miss rateartificial intelligencecomputer-aided colonoscopywater exchange |
| spellingShingle | Chia-Pei Tang Paul P Shao Yu-Hsi Hsieh Felix W Leung A review of water exchange and artificial intelligence in improving adenoma detection Tzu Chi Medical Journal adenoma detection rate adenoma miss rate artificial intelligence computer-aided colonoscopy water exchange |
| 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 | adenoma detection rate adenoma miss rate artificial intelligence computer-aided colonoscopy water exchange |
| url | http://www.tcmjmed.com/article.asp?issn=1016-3190;year=2021;volume=33;issue=2;spage=108;epage=114;aulast=Tang |
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