Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1785127851527241728 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10608739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT patelkishan anarrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT huangsherry anarrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT rashidarnav anarrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT varghesebino anarrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT gholamrezanezhadali anarrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT patelkishan narrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT huangsherry narrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT rashidarnav narrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT varghesebino narrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer AT gholamrezanezhadali narrativereviewoftheuseofartificialintelligenceinbreastlungandprostatecancer |