Cargando…

A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review

Endoscopy is the optimal choice of diagnosis of gastrointestinal (GI) diseases. Following the advancements made in medical technology, different kinds of novel endoscopy-methods have emerged. Although the significant progress in the penetration of endoscopic tools that have markedly improved the dia...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Yixin, Tan, Yulin, Wang, Yibo, Gao, Jie, Wu, Dapeng, Xu, Xuezhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8132898/
https://www.ncbi.nlm.nih.gov/pubmed/33122593
http://dx.doi.org/10.1097/SLE.0000000000000881
_version_ 1783694983535001600
author Xu, Yixin
Tan, Yulin
Wang, Yibo
Gao, Jie
Wu, Dapeng
Xu, Xuezhong
author_facet Xu, Yixin
Tan, Yulin
Wang, Yibo
Gao, Jie
Wu, Dapeng
Xu, Xuezhong
author_sort Xu, Yixin
collection PubMed
description Endoscopy is the optimal choice of diagnosis of gastrointestinal (GI) diseases. Following the advancements made in medical technology, different kinds of novel endoscopy-methods have emerged. Although the significant progress in the penetration of endoscopic tools that have markedly improved the diagnostic rate of GI diseases, there are still some limitations, including instability of human diagnostic performance caused by intensive labor burden and high missed diagnosis rate of subtle lesions. Recently, artificial intelligence (AI) has been applied gradually to assist endoscopists in addressing these issues. METHODS AND RESULTS: In this study, we provide an overview of the application of the AI technology in the field of endoscopy, as well as its current limitations and prospects. The result suggested that AI had a significantly higher diagnostic accuracy compared with human endoscopists in the diagnosis of GI diseases. With the help of AI technology, the diagnostic performances of nonexpert endoscopists had been improved considerably. CONCLUSION: AI technology still has several limitations, and there are still plenty of opportunities for improvement.
format Online
Article
Text
id pubmed-8132898
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-81328982021-05-20 A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review Xu, Yixin Tan, Yulin Wang, Yibo Gao, Jie Wu, Dapeng Xu, Xuezhong Surg Laparosc Endosc Percutan Tech Review Articles Endoscopy is the optimal choice of diagnosis of gastrointestinal (GI) diseases. Following the advancements made in medical technology, different kinds of novel endoscopy-methods have emerged. Although the significant progress in the penetration of endoscopic tools that have markedly improved the diagnostic rate of GI diseases, there are still some limitations, including instability of human diagnostic performance caused by intensive labor burden and high missed diagnosis rate of subtle lesions. Recently, artificial intelligence (AI) has been applied gradually to assist endoscopists in addressing these issues. METHODS AND RESULTS: In this study, we provide an overview of the application of the AI technology in the field of endoscopy, as well as its current limitations and prospects. The result suggested that AI had a significantly higher diagnostic accuracy compared with human endoscopists in the diagnosis of GI diseases. With the help of AI technology, the diagnostic performances of nonexpert endoscopists had been improved considerably. CONCLUSION: AI technology still has several limitations, and there are still plenty of opportunities for improvement. Lippincott Williams & Wilkins 2020-10-28 /pmc/articles/PMC8132898/ /pubmed/33122593 http://dx.doi.org/10.1097/SLE.0000000000000881 Text en Copyright © 2020 The Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Review Articles
Xu, Yixin
Tan, Yulin
Wang, Yibo
Gao, Jie
Wu, Dapeng
Xu, Xuezhong
A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review
title A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review
title_full A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review
title_fullStr A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review
title_full_unstemmed A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review
title_short A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review
title_sort gratifying step forward for the application of artificial intelligence in the field of endoscopy: a narrative review
topic Review Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8132898/
https://www.ncbi.nlm.nih.gov/pubmed/33122593
http://dx.doi.org/10.1097/SLE.0000000000000881
work_keys_str_mv AT xuyixin agratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT tanyulin agratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT wangyibo agratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT gaojie agratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT wudapeng agratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT xuxuezhong agratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT xuyixin gratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT tanyulin gratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT wangyibo gratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT gaojie gratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT wudapeng gratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview
AT xuxuezhong gratifyingstepforwardfortheapplicationofartificialintelligenceinthefieldofendoscopyanarrativereview