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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7602532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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