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A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence

BACKGROUND: Magnetically controlled capsule endoscopy (MCCE) is a non-invasive, painless, comfortable, and safe equipment to diagnose gastrointestinal diseases (GID), partially overcoming the shortcomings of conventional endoscopy and wireless capsule endoscopy (WCE). With advancements in technology...

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Autores principales: Wang, Xiaotong, Hu, Xiaoming, Xu, Yongxue, Yong, Jiahao, Li, Xiang, Zhang, Kaixuan, Gan, Tao, Yang, Jinlin, Rao, Nini
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10612444/
https://www.ncbi.nlm.nih.gov/pubmed/37900007
http://dx.doi.org/10.1177/17562848231206991
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author Wang, Xiaotong
Hu, Xiaoming
Xu, Yongxue
Yong, Jiahao
Li, Xiang
Zhang, Kaixuan
Gan, Tao
Yang, Jinlin
Rao, Nini
author_facet Wang, Xiaotong
Hu, Xiaoming
Xu, Yongxue
Yong, Jiahao
Li, Xiang
Zhang, Kaixuan
Gan, Tao
Yang, Jinlin
Rao, Nini
author_sort Wang, Xiaotong
collection PubMed
description BACKGROUND: Magnetically controlled capsule endoscopy (MCCE) is a non-invasive, painless, comfortable, and safe equipment to diagnose gastrointestinal diseases (GID), partially overcoming the shortcomings of conventional endoscopy and wireless capsule endoscopy (WCE). With advancements in technology, the main technical parameters of MCCE have continuously been improved, and MCCE has become more intelligent. OBJECTIVES: The aim of this systematic review was to summarize the research progress of MCCE and artificial intelligence (AI) in the diagnosis and treatment of GID. DATA SOURCES AND METHODS: We conducted a systematic search of PubMed and EMBASE for published studies on GID detection of MCCE, physical factors related to MCCE imaging quality, the application of AI in aiding MCCE, and its additional functions. We synergistically reviewed the included studies, extracted relevant data, and made comparisons. RESULTS: MCCE was confirmed to have the same performance as conventional gastroscopy and WCE in detecting common GID, while it lacks research in detecting early gastric cancer (EGC). The body position and cleanliness of the gastrointestinal tract are the main factors affecting imaging quality. The applications of AI in screening intestinal diseases have been comprehensive, while in the detection of common gastric diseases such as ulcers, it has been developed. MCCE can perform some additional functions, such as observations of drug behavior in the stomach and drug damage to the gastric mucosa. Furthermore, it can be improved to perform a biopsy. CONCLUSION: This comprehensive review showed that the MCCE technology has made great progress, but studies on GID detection and treatment by MCCE are in the primary stage. Further studies are required to confirm the performance of MCCE.
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spelling pubmed-106124442023-10-29 A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence Wang, Xiaotong Hu, Xiaoming Xu, Yongxue Yong, Jiahao Li, Xiang Zhang, Kaixuan Gan, Tao Yang, Jinlin Rao, Nini Therap Adv Gastroenterol Systematic Review BACKGROUND: Magnetically controlled capsule endoscopy (MCCE) is a non-invasive, painless, comfortable, and safe equipment to diagnose gastrointestinal diseases (GID), partially overcoming the shortcomings of conventional endoscopy and wireless capsule endoscopy (WCE). With advancements in technology, the main technical parameters of MCCE have continuously been improved, and MCCE has become more intelligent. OBJECTIVES: The aim of this systematic review was to summarize the research progress of MCCE and artificial intelligence (AI) in the diagnosis and treatment of GID. DATA SOURCES AND METHODS: We conducted a systematic search of PubMed and EMBASE for published studies on GID detection of MCCE, physical factors related to MCCE imaging quality, the application of AI in aiding MCCE, and its additional functions. We synergistically reviewed the included studies, extracted relevant data, and made comparisons. RESULTS: MCCE was confirmed to have the same performance as conventional gastroscopy and WCE in detecting common GID, while it lacks research in detecting early gastric cancer (EGC). The body position and cleanliness of the gastrointestinal tract are the main factors affecting imaging quality. The applications of AI in screening intestinal diseases have been comprehensive, while in the detection of common gastric diseases such as ulcers, it has been developed. MCCE can perform some additional functions, such as observations of drug behavior in the stomach and drug damage to the gastric mucosa. Furthermore, it can be improved to perform a biopsy. CONCLUSION: This comprehensive review showed that the MCCE technology has made great progress, but studies on GID detection and treatment by MCCE are in the primary stage. Further studies are required to confirm the performance of MCCE. SAGE Publications 2023-10-27 /pmc/articles/PMC10612444/ /pubmed/37900007 http://dx.doi.org/10.1177/17562848231206991 Text en © The Author(s), 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Systematic Review
Wang, Xiaotong
Hu, Xiaoming
Xu, Yongxue
Yong, Jiahao
Li, Xiang
Zhang, Kaixuan
Gan, Tao
Yang, Jinlin
Rao, Nini
A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence
title A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence
title_full A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence
title_fullStr A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence
title_full_unstemmed A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence
title_short A systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence
title_sort systematic review on diagnosis and treatment of gastrointestinal diseases by magnetically controlled capsule endoscopy and artificial intelligence
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10612444/
https://www.ncbi.nlm.nih.gov/pubmed/37900007
http://dx.doi.org/10.1177/17562848231206991
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