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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...

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Detalles Bibliográficos
Autores principales: Mahant, Srushti S, Varma, Anuj R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2022
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.
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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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