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A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer

Artificial intelligence (AI) has been an important topic within radiology. Currently, AI is used clinically to assist with the detection of lesions through detection systems. However, a number of recent studies have demonstrated the increased value of neural networks in radiology. With an increasing...

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Autores principales: Patel, Kishan, Huang, Sherry, Rashid, Arnav, Varghese, Bino, Gholamrezanezhad, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608739/
https://www.ncbi.nlm.nih.gov/pubmed/37895393
http://dx.doi.org/10.3390/life13102011
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author Patel, Kishan
Huang, Sherry
Rashid, Arnav
Varghese, Bino
Gholamrezanezhad, Ali
author_facet Patel, Kishan
Huang, Sherry
Rashid, Arnav
Varghese, Bino
Gholamrezanezhad, Ali
author_sort Patel, Kishan
collection PubMed
description Artificial intelligence (AI) has been an important topic within radiology. Currently, AI is used clinically to assist with the detection of lesions through detection systems. However, a number of recent studies have demonstrated the increased value of neural networks in radiology. With an increasing number of screening requirements for cancers, this review aims to study the accuracy of the numerous AI models used in the detection and diagnosis of breast, lung, and prostate cancers. This study summarizes pertinent findings from reviewed articles and provides analysis on the relevancy to clinical radiology. This study found that whereas AI is showing continual improvement in radiology, AI alone does not surpass the effectiveness of a radiologist. Additionally, it was found that there are multiple variations on how AI should be integrated with a radiologist’s workflow.
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spelling pubmed-106087392023-10-28 A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer Patel, Kishan Huang, Sherry Rashid, Arnav Varghese, Bino Gholamrezanezhad, Ali Life (Basel) Review Artificial intelligence (AI) has been an important topic within radiology. Currently, AI is used clinically to assist with the detection of lesions through detection systems. However, a number of recent studies have demonstrated the increased value of neural networks in radiology. With an increasing number of screening requirements for cancers, this review aims to study the accuracy of the numerous AI models used in the detection and diagnosis of breast, lung, and prostate cancers. This study summarizes pertinent findings from reviewed articles and provides analysis on the relevancy to clinical radiology. This study found that whereas AI is showing continual improvement in radiology, AI alone does not surpass the effectiveness of a radiologist. Additionally, it was found that there are multiple variations on how AI should be integrated with a radiologist’s workflow. MDPI 2023-10-04 /pmc/articles/PMC10608739/ /pubmed/37895393 http://dx.doi.org/10.3390/life13102011 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
Patel, Kishan
Huang, Sherry
Rashid, Arnav
Varghese, Bino
Gholamrezanezhad, Ali
A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer
title A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer
title_full A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer
title_fullStr A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer
title_full_unstemmed A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer
title_short A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer
title_sort narrative review of the use of artificial intelligence in breast, lung, and prostate cancer
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608739/
https://www.ncbi.nlm.nih.gov/pubmed/37895393
http://dx.doi.org/10.3390/life13102011
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