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Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms

Gastrointestinal cancers are characterized by high incidence and mortality. However, there are well-established methods of screening. The endoscopy exam provides the macroscopical image and enables harvesting the tissue samples for further histopathological diagnosis. The efficiency of endoscopies r...

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Autores principales: Leśniewska, Magdalena, Patryn, Rafał, Kopystecka, Agnieszka, Kozioł, Ilona, Budzyńska, Julia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650785/
https://www.ncbi.nlm.nih.gov/pubmed/37959187
http://dx.doi.org/10.3390/jcm12216721
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author Leśniewska, Magdalena
Patryn, Rafał
Kopystecka, Agnieszka
Kozioł, Ilona
Budzyńska, Julia
author_facet Leśniewska, Magdalena
Patryn, Rafał
Kopystecka, Agnieszka
Kozioł, Ilona
Budzyńska, Julia
author_sort Leśniewska, Magdalena
collection PubMed
description Gastrointestinal cancers are characterized by high incidence and mortality. However, there are well-established methods of screening. The endoscopy exam provides the macroscopical image and enables harvesting the tissue samples for further histopathological diagnosis. The efficiency of endoscopies relies not only on proper patient preparation, but also on the skills of the personnel conducting the exam. In recent years, a number of reports concerning the application of artificial intelligence (AI) in medicine have arisen. Numerous studies aimed to assess the utility of deep learning/ neural network systems supporting endoscopies. In this review, we summarized the most recent reports and randomized clinical trials regarding the application of AI in screening and surveillance of gastrointestinal cancers among patients suffering from esophageal, gastric, and colorectal cancer, along with the advantages, limitations, and controversies of those novel solutions.
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spelling pubmed-106507852023-10-24 Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms Leśniewska, Magdalena Patryn, Rafał Kopystecka, Agnieszka Kozioł, Ilona Budzyńska, Julia J Clin Med Review Gastrointestinal cancers are characterized by high incidence and mortality. However, there are well-established methods of screening. The endoscopy exam provides the macroscopical image and enables harvesting the tissue samples for further histopathological diagnosis. The efficiency of endoscopies relies not only on proper patient preparation, but also on the skills of the personnel conducting the exam. In recent years, a number of reports concerning the application of artificial intelligence (AI) in medicine have arisen. Numerous studies aimed to assess the utility of deep learning/ neural network systems supporting endoscopies. In this review, we summarized the most recent reports and randomized clinical trials regarding the application of AI in screening and surveillance of gastrointestinal cancers among patients suffering from esophageal, gastric, and colorectal cancer, along with the advantages, limitations, and controversies of those novel solutions. MDPI 2023-10-24 /pmc/articles/PMC10650785/ /pubmed/37959187 http://dx.doi.org/10.3390/jcm12216721 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Leśniewska, Magdalena
Patryn, Rafał
Kopystecka, Agnieszka
Kozioł, Ilona
Budzyńska, Julia
Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms
title Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms
title_full Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms
title_fullStr Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms
title_full_unstemmed Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms
title_short Third Eye? The Assistance of Artificial Intelligence (AI) in the Endoscopy of Gastrointestinal Neoplasms
title_sort third eye? the assistance of artificial intelligence (ai) in the endoscopy of gastrointestinal neoplasms
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650785/
https://www.ncbi.nlm.nih.gov/pubmed/37959187
http://dx.doi.org/10.3390/jcm12216721
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