Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Ke-Wei, Dong, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2020
Materias:
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
_version_ 1783582853298126848
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
work_keys_str_mv AT wangkewei potentialapplicationsofartificialintelligenceincolorectalpolypsandcancerrecentadvancesandprospects
AT dongming potentialapplicationsofartificialintelligenceincolorectalpolypsandcancerrecentadvancesandprospects