Non-Invasive Microwave-Based Imaging System for Early Detection of Breast Tumours
This work introduces a microwave-based system able to detect tumours in breast phantoms in a non-invasive way. The data acquisition system is composed of a hardware system which involves high-frequency components (antennas, switches and cables), a microcontroller, a vector network analyser used as m...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-09-01
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| Series: | Biosensors |
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| Online Access: | https://www.mdpi.com/2079-6374/12/9/752 |
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| author | Carolina Blanco-Angulo Andrea Martínez-Lozano Roberto Gutiérrez-Mazón Carlos G. Juan Héctor García-Martínez Julia Arias-Rodríguez José M. Sabater-Navarro Ernesto Ávila-Navarro |
| author_facet | Carolina Blanco-Angulo Andrea Martínez-Lozano Roberto Gutiérrez-Mazón Carlos G. Juan Héctor García-Martínez Julia Arias-Rodríguez José M. Sabater-Navarro Ernesto Ávila-Navarro |
| author_sort | Carolina Blanco-Angulo |
| collection | DOAJ |
| description | This work introduces a microwave-based system able to detect tumours in breast phantoms in a non-invasive way. The data acquisition system is composed of a hardware system which involves high-frequency components (antennas, switches and cables), a microcontroller, a vector network analyser used as measurement instrument and a computer devoted to the control and automation of the operation of the system. Concerning the software system, the computer runs a Python script which is in charge of mastering and automatising all the required stages for the data acquisition, from initialisation of the hardware system to performing and saving the measurements. We also report on the design of the high-performance broadband antenna used to carry out the measurements, as well as on the algorithm employed to build the final medical images, based on an adapted version of the so-called Improved Delay-and-Sum (IDAS) algorithm improved by a Hamming window filter and averaging preprocessing. The calibration and start-up of the system are also described. The experimental validation includes the use of different tumour models with different dielectric properties inside the breast phantom. The results show promising tumour detection capabilities, even when there is low dielectric contrast between the tumoural and healthy tissues, as is the usual case for dense breasts in young women. |
| first_indexed | 2024-03-10T00:35:51Z |
| format | Article |
| id | doaj.art-db69bebcf4a149b3a4e8730f63ced7bf |
| institution | Directory Open Access Journal |
| issn | 2079-6374 |
| language | English |
| last_indexed | 2024-03-10T00:35:51Z |
| publishDate | 2022-09-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Biosensors |
| spelling | doaj.art-db69bebcf4a149b3a4e8730f63ced7bf2023-11-23T15:18:34ZengMDPI AGBiosensors2079-63742022-09-0112975210.3390/bios12090752Non-Invasive Microwave-Based Imaging System for Early Detection of Breast TumoursCarolina Blanco-Angulo0Andrea Martínez-Lozano1Roberto Gutiérrez-Mazón2Carlos G. Juan3Héctor García-Martínez4Julia Arias-Rodríguez5José M. Sabater-Navarro6Ernesto Ávila-Navarro7Department of Materials Science, Optics and Electronic Technology, Miguel Hernández University of Elche, 03202 Elche, SpainDepartment of Materials Science, Optics and Electronic Technology, Miguel Hernández University of Elche, 03202 Elche, SpainDepartment of Communications Engineering, Miguel Hernández University of Elche, 03202 Elche, SpainNeuroengineering Biomedical Research Group, Institute of Bioengineering, Miguel Hernández University of Elche, 03202 Elche, SpainDepartment of Materials Science, Optics and Electronic Technology, Miguel Hernández University of Elche, 03202 Elche, SpainDepartment of Materials Science, Optics and Electronic Technology, Miguel Hernández University of Elche, 03202 Elche, SpainNeuroengineering Biomedical Research Group, Institute of Bioengineering, Miguel Hernández University of Elche, 03202 Elche, SpainDepartment of Materials Science, Optics and Electronic Technology, Miguel Hernández University of Elche, 03202 Elche, SpainThis work introduces a microwave-based system able to detect tumours in breast phantoms in a non-invasive way. The data acquisition system is composed of a hardware system which involves high-frequency components (antennas, switches and cables), a microcontroller, a vector network analyser used as measurement instrument and a computer devoted to the control and automation of the operation of the system. Concerning the software system, the computer runs a Python script which is in charge of mastering and automatising all the required stages for the data acquisition, from initialisation of the hardware system to performing and saving the measurements. We also report on the design of the high-performance broadband antenna used to carry out the measurements, as well as on the algorithm employed to build the final medical images, based on an adapted version of the so-called Improved Delay-and-Sum (IDAS) algorithm improved by a Hamming window filter and averaging preprocessing. The calibration and start-up of the system are also described. The experimental validation includes the use of different tumour models with different dielectric properties inside the breast phantom. The results show promising tumour detection capabilities, even when there is low dielectric contrast between the tumoural and healthy tissues, as is the usual case for dense breasts in young women.https://www.mdpi.com/2079-6374/12/9/752breast phantommedical imagingmicrowave-based measurementnon-invasive measurementRadio-Frequency antenna systemTRITON X-100 |
| spellingShingle | Carolina Blanco-Angulo Andrea Martínez-Lozano Roberto Gutiérrez-Mazón Carlos G. Juan Héctor García-Martínez Julia Arias-Rodríguez José M. Sabater-Navarro Ernesto Ávila-Navarro Non-Invasive Microwave-Based Imaging System for Early Detection of Breast Tumours Biosensors breast phantom medical imaging microwave-based measurement non-invasive measurement Radio-Frequency antenna system TRITON X-100 |
| title | Non-Invasive Microwave-Based Imaging System for Early Detection of Breast Tumours |
| title_full | Non-Invasive Microwave-Based Imaging System for Early Detection of Breast Tumours |
| title_fullStr | Non-Invasive Microwave-Based Imaging System for Early Detection of Breast Tumours |
| title_full_unstemmed | Non-Invasive Microwave-Based Imaging System for Early Detection of Breast Tumours |
| title_short | Non-Invasive Microwave-Based Imaging System for Early Detection of Breast Tumours |
| title_sort | non invasive microwave based imaging system for early detection of breast tumours |
| topic | breast phantom medical imaging microwave-based measurement non-invasive measurement Radio-Frequency antenna system TRITON X-100 |
| url | https://www.mdpi.com/2079-6374/12/9/752 |
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