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Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects
Since the advent of artificial intelligence (AI) technology, it has been constantly studied and has achieved rapid development. The AI assistant system is expected to improve the quality of automatic polyp detection and classification. It could also help prevent endoscopists from missing polyps and...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7495038/ https://www.ncbi.nlm.nih.gov/pubmed/32982111 http://dx.doi.org/10.3748/wjg.v26.i34.5090 |
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author | Wang, Ke-Wei Dong, Ming |
author_facet | Wang, Ke-Wei Dong, Ming |
author_sort | Wang, Ke-Wei |
collection | PubMed |
description | Since the advent of artificial intelligence (AI) technology, it has been constantly studied and has achieved rapid development. The AI assistant system is expected to improve the quality of automatic polyp detection and classification. It could also help prevent endoscopists from missing polyps and make an accurate optical diagnosis. These functions provided by AI could result in a higher adenoma detection rate and decrease the cost of polypectomy for hyperplastic polyps. In addition, AI has good performance in the staging, diagnosis, and segmentation of colorectal cancer. This article provides an overview of recent research focusing on the application of AI in colorectal polyps and cancer and highlights the advances achieved. |
format | Online Article Text |
id | pubmed-7495038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-74950382020-09-25 Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects Wang, Ke-Wei Dong, Ming World J Gastroenterol Minireviews Since the advent of artificial intelligence (AI) technology, it has been constantly studied and has achieved rapid development. The AI assistant system is expected to improve the quality of automatic polyp detection and classification. It could also help prevent endoscopists from missing polyps and make an accurate optical diagnosis. These functions provided by AI could result in a higher adenoma detection rate and decrease the cost of polypectomy for hyperplastic polyps. In addition, AI has good performance in the staging, diagnosis, and segmentation of colorectal cancer. This article provides an overview of recent research focusing on the application of AI in colorectal polyps and cancer and highlights the advances achieved. Baishideng Publishing Group Inc 2020-09-14 2020-09-14 /pmc/articles/PMC7495038/ /pubmed/32982111 http://dx.doi.org/10.3748/wjg.v26.i34.5090 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 Wang, Ke-Wei Dong, Ming Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects |
title | Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects |
title_full | Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects |
title_fullStr | Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects |
title_full_unstemmed | Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects |
title_short | Potential applications of artificial intelligence in colorectal polyps and cancer: Recent advances and prospects |
title_sort | potential applications of artificial intelligence in colorectal polyps and cancer: recent advances and prospects |
topic | Minireviews |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7495038/ https://www.ncbi.nlm.nih.gov/pubmed/32982111 http://dx.doi.org/10.3748/wjg.v26.i34.5090 |
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