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Microwave Imaging and Sensing Techniques for Breast Cancer Detection

Medical imaging techniques, including X-ray mammography, ultrasound, and magnetic resonance imaging, play a crucial role in the timely identification and monitoring of breast cancer. However, these conventional imaging modalities have their limitations, and there is a need for a more accurate and se...

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Detalles Bibliográficos
Autor principal: Wang, Lulu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10385169/
https://www.ncbi.nlm.nih.gov/pubmed/37512773
http://dx.doi.org/10.3390/mi14071462
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author Wang, Lulu
author_facet Wang, Lulu
author_sort Wang, Lulu
collection PubMed
description Medical imaging techniques, including X-ray mammography, ultrasound, and magnetic resonance imaging, play a crucial role in the timely identification and monitoring of breast cancer. However, these conventional imaging modalities have their limitations, and there is a need for a more accurate and sensitive alternative. Microwave imaging has emerged as a promising technique for breast cancer detection due to its non-ionizing, non-invasive, and cost-effective nature. Recent advancements in microwave imaging and sensing techniques have opened up new possibilities for the early diagnosis and treatment of breast cancer. By combining microwave sensing with machine learning techniques, microwave imaging approaches can rapidly and affordably identify and classify breast tumors. This manuscript provides a comprehensive overview of the latest developments in microwave imaging and sensing techniques for the early detection of breast cancer. It discusses the principles and applications of microwave imaging and highlights its advantages over conventional imaging modalities. The manuscript also delves into integrating machine learning algorithms to enhance the accuracy and efficiency of microwave imaging in breast cancer detection.
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spelling pubmed-103851692023-07-30 Microwave Imaging and Sensing Techniques for Breast Cancer Detection Wang, Lulu Micromachines (Basel) Review Medical imaging techniques, including X-ray mammography, ultrasound, and magnetic resonance imaging, play a crucial role in the timely identification and monitoring of breast cancer. However, these conventional imaging modalities have their limitations, and there is a need for a more accurate and sensitive alternative. Microwave imaging has emerged as a promising technique for breast cancer detection due to its non-ionizing, non-invasive, and cost-effective nature. Recent advancements in microwave imaging and sensing techniques have opened up new possibilities for the early diagnosis and treatment of breast cancer. By combining microwave sensing with machine learning techniques, microwave imaging approaches can rapidly and affordably identify and classify breast tumors. This manuscript provides a comprehensive overview of the latest developments in microwave imaging and sensing techniques for the early detection of breast cancer. It discusses the principles and applications of microwave imaging and highlights its advantages over conventional imaging modalities. The manuscript also delves into integrating machine learning algorithms to enhance the accuracy and efficiency of microwave imaging in breast cancer detection. MDPI 2023-07-21 /pmc/articles/PMC10385169/ /pubmed/37512773 http://dx.doi.org/10.3390/mi14071462 Text en © 2023 by the author. 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
Wang, Lulu
Microwave Imaging and Sensing Techniques for Breast Cancer Detection
title Microwave Imaging and Sensing Techniques for Breast Cancer Detection
title_full Microwave Imaging and Sensing Techniques for Breast Cancer Detection
title_fullStr Microwave Imaging and Sensing Techniques for Breast Cancer Detection
title_full_unstemmed Microwave Imaging and Sensing Techniques for Breast Cancer Detection
title_short Microwave Imaging and Sensing Techniques for Breast Cancer Detection
title_sort microwave imaging and sensing techniques for breast cancer detection
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10385169/
https://www.ncbi.nlm.nih.gov/pubmed/37512773
http://dx.doi.org/10.3390/mi14071462
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