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Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine
In today's world, progressively enormous popularity prevails around artificial intelligence (AI). AI is gaining popularity in the identification of various images. Therefore, it has been widely used in the ultrasound of the breast. Furthermore, AI can perform a quantitative evaluation, which fu...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cureus
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9547651/ https://www.ncbi.nlm.nih.gov/pubmed/36237807 http://dx.doi.org/10.7759/cureus.28945 |
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author | Mahant, Srushti S Varma, Anuj R |
author_facet | Mahant, Srushti S Varma, Anuj R |
author_sort | Mahant, Srushti S |
collection | PubMed |
description | In today's world, progressively enormous popularity prevails around artificial intelligence (AI). AI is gaining popularity in the identification of various images. Therefore, it has been widely used in the ultrasound of the breast. Furthermore, AI can perform a quantitative evaluation, which further helps maintain the diagnosis's accuracy. Moreover, breast cancer is the most common cancer in women, posing a severe threat to women's health. Hence, its early detection is usually associated with a patient's prognosis. As a result, using AI in breast cancer screening and detection is highly crucial. The concept of AI in the perspective of breast ultrasound has been highlighted in this brief review article. It tends to focus on early AI, i.e., traditional machine learning and deep learning algorithms. Also, the use of AI in ultrasound and the use of it in mammography, magnetic resonance imaging, nuclear medicine imaging, and classification of breast lesions is broadly explained, along with the challenges faced in bringing AI into daily practice. |
format | Online Article Text |
id | pubmed-9547651 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cureus |
record_format | MEDLINE/PubMed |
spelling | pubmed-95476512022-10-12 Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine Mahant, Srushti S Varma, Anuj R Cureus Radiology In today's world, progressively enormous popularity prevails around artificial intelligence (AI). AI is gaining popularity in the identification of various images. Therefore, it has been widely used in the ultrasound of the breast. Furthermore, AI can perform a quantitative evaluation, which further helps maintain the diagnosis's accuracy. Moreover, breast cancer is the most common cancer in women, posing a severe threat to women's health. Hence, its early detection is usually associated with a patient's prognosis. As a result, using AI in breast cancer screening and detection is highly crucial. The concept of AI in the perspective of breast ultrasound has been highlighted in this brief review article. It tends to focus on early AI, i.e., traditional machine learning and deep learning algorithms. Also, the use of AI in ultrasound and the use of it in mammography, magnetic resonance imaging, nuclear medicine imaging, and classification of breast lesions is broadly explained, along with the challenges faced in bringing AI into daily practice. Cureus 2022-09-08 /pmc/articles/PMC9547651/ /pubmed/36237807 http://dx.doi.org/10.7759/cureus.28945 Text en Copyright © 2022, Mahant et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Radiology Mahant, Srushti S Varma, Anuj R Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine |
title | Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine |
title_full | Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine |
title_fullStr | Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine |
title_full_unstemmed | Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine |
title_short | Artificial Intelligence in Breast Ultrasound: The Emerging Future of Modern Medicine |
title_sort | artificial intelligence in breast ultrasound: the emerging future of modern medicine |
topic | Radiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9547651/ https://www.ncbi.nlm.nih.gov/pubmed/36237807 http://dx.doi.org/10.7759/cureus.28945 |
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