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Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer

Globally, colorectal cancer is the third most diagnosed malignancy. It causes significant mortality and morbidity, which can be reduced by early diagnosis with an effective screening test. Integrating artificial intelligence (AI) and computer-aided detection (CAD) with screening methods has shown pr...

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Autores principales: Goyal, Hemant, Mann, Rupinder, Gandhi, Zainab, Perisetti, Abhilash, Ali, Aman, Aman Ali, Khizar, Sharma, Neil, Saligram, Shreyas, Tharian, Benjamin, Inamdar, Sumant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602532/
https://www.ncbi.nlm.nih.gov/pubmed/33076511
http://dx.doi.org/10.3390/jcm9103313
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author Goyal, Hemant
Mann, Rupinder
Gandhi, Zainab
Perisetti, Abhilash
Ali, Aman
Aman Ali, Khizar
Sharma, Neil
Saligram, Shreyas
Tharian, Benjamin
Inamdar, Sumant
author_facet Goyal, Hemant
Mann, Rupinder
Gandhi, Zainab
Perisetti, Abhilash
Ali, Aman
Aman Ali, Khizar
Sharma, Neil
Saligram, Shreyas
Tharian, Benjamin
Inamdar, Sumant
author_sort Goyal, Hemant
collection PubMed
description Globally, colorectal cancer is the third most diagnosed malignancy. It causes significant mortality and morbidity, which can be reduced by early diagnosis with an effective screening test. Integrating artificial intelligence (AI) and computer-aided detection (CAD) with screening methods has shown promising colorectal cancer screening results. AI could provide a “second look” for endoscopists to decrease the rate of missed polyps during a colonoscopy. It can also improve detection and characterization of polyps by integration with colonoscopy and various advanced endoscopic modalities such as magnifying narrow-band imaging, endocytoscopy, confocal endomicroscopy, laser-induced fluorescence spectroscopy, and magnifying chromoendoscopy. This descriptive review discusses various AI and CAD applications in colorectal cancer screening, polyp detection, and characterization.
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spelling pubmed-76025322020-11-01 Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer Goyal, Hemant Mann, Rupinder Gandhi, Zainab Perisetti, Abhilash Ali, Aman Aman Ali, Khizar Sharma, Neil Saligram, Shreyas Tharian, Benjamin Inamdar, Sumant J Clin Med Review Globally, colorectal cancer is the third most diagnosed malignancy. It causes significant mortality and morbidity, which can be reduced by early diagnosis with an effective screening test. Integrating artificial intelligence (AI) and computer-aided detection (CAD) with screening methods has shown promising colorectal cancer screening results. AI could provide a “second look” for endoscopists to decrease the rate of missed polyps during a colonoscopy. It can also improve detection and characterization of polyps by integration with colonoscopy and various advanced endoscopic modalities such as magnifying narrow-band imaging, endocytoscopy, confocal endomicroscopy, laser-induced fluorescence spectroscopy, and magnifying chromoendoscopy. This descriptive review discusses various AI and CAD applications in colorectal cancer screening, polyp detection, and characterization. MDPI 2020-10-15 /pmc/articles/PMC7602532/ /pubmed/33076511 http://dx.doi.org/10.3390/jcm9103313 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Goyal, Hemant
Mann, Rupinder
Gandhi, Zainab
Perisetti, Abhilash
Ali, Aman
Aman Ali, Khizar
Sharma, Neil
Saligram, Shreyas
Tharian, Benjamin
Inamdar, Sumant
Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer
title Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer
title_full Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer
title_fullStr Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer
title_full_unstemmed Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer
title_short Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer
title_sort scope of artificial intelligence in screening and diagnosis of colorectal cancer
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602532/
https://www.ncbi.nlm.nih.gov/pubmed/33076511
http://dx.doi.org/10.3390/jcm9103313
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