Cargando…
A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection
In this article, a new efficient and robust approach—the high-resolution microwave imaging system—for early breast cancer diagnosis is presented. The core concept of the proposed approach is to employ a combination of a newly proposed delay-and-sum (DAS) algorithm and the specific absorption rate (S...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604866/ https://www.ncbi.nlm.nih.gov/pubmed/36286358 http://dx.doi.org/10.3390/jimaging8100264 |
_version_ | 1784817922263220224 |
---|---|
author | Amdaouch, Ibtisam Saban, Mohamed El Gueri, Jaouad Chaari, Mohamed Zied Alejos, Ana Vazquez Alzola, Juan Ruiz Muñoz, Alfredo Rosado Aghzout, Otman |
author_facet | Amdaouch, Ibtisam Saban, Mohamed El Gueri, Jaouad Chaari, Mohamed Zied Alejos, Ana Vazquez Alzola, Juan Ruiz Muñoz, Alfredo Rosado Aghzout, Otman |
author_sort | Amdaouch, Ibtisam |
collection | PubMed |
description | In this article, a new efficient and robust approach—the high-resolution microwave imaging system—for early breast cancer diagnosis is presented. The core concept of the proposed approach is to employ a combination of a newly proposed delay-and-sum (DAS) algorithm and the specific absorption rate (SAR) parameter to provide high image quality of breast tumors, along with fast image processing. The new algorithm enhances the tumor response by altering the parameter referring to the distance between the antenna and the tumor in the conventional DAS matrices. This adjustment entails a much clearer reconstructed image with short processing time. To achieve these aims, a high directional Vivaldi antenna is applied around a simulated hemispherical breast model with an embedded tumor. The detection of the tumor is carried out by calculating the maximum value of SAR inside the breast model. Consequently, the antenna position is relocated near the tumor region and is moved to nine positions in a trajectory path, leading to a shorter propagation distance in the image-creation process. At each position, the breast model is illuminated with short pulses of low power waves, and the back-scattered signals are recorded to produce a two-dimensional image of the scanned breast. Several simulations of testing scenarios for reconstruction imaging are investigated. These simulations involve different tumor sizes and materials. The influence of the number of antennas on the reconstructed images is also examined. Compared with the results from the conventional DAS, the proposed technique significantly improves the quality of the reconstructed images, and it detects and localizes the cancer inside the breast with high quality in a fast computing time, employing fewer antennas. |
format | Online Article Text |
id | pubmed-9604866 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96048662022-10-27 A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection Amdaouch, Ibtisam Saban, Mohamed El Gueri, Jaouad Chaari, Mohamed Zied Alejos, Ana Vazquez Alzola, Juan Ruiz Muñoz, Alfredo Rosado Aghzout, Otman J Imaging Article In this article, a new efficient and robust approach—the high-resolution microwave imaging system—for early breast cancer diagnosis is presented. The core concept of the proposed approach is to employ a combination of a newly proposed delay-and-sum (DAS) algorithm and the specific absorption rate (SAR) parameter to provide high image quality of breast tumors, along with fast image processing. The new algorithm enhances the tumor response by altering the parameter referring to the distance between the antenna and the tumor in the conventional DAS matrices. This adjustment entails a much clearer reconstructed image with short processing time. To achieve these aims, a high directional Vivaldi antenna is applied around a simulated hemispherical breast model with an embedded tumor. The detection of the tumor is carried out by calculating the maximum value of SAR inside the breast model. Consequently, the antenna position is relocated near the tumor region and is moved to nine positions in a trajectory path, leading to a shorter propagation distance in the image-creation process. At each position, the breast model is illuminated with short pulses of low power waves, and the back-scattered signals are recorded to produce a two-dimensional image of the scanned breast. Several simulations of testing scenarios for reconstruction imaging are investigated. These simulations involve different tumor sizes and materials. The influence of the number of antennas on the reconstructed images is also examined. Compared with the results from the conventional DAS, the proposed technique significantly improves the quality of the reconstructed images, and it detects and localizes the cancer inside the breast with high quality in a fast computing time, employing fewer antennas. MDPI 2022-09-28 /pmc/articles/PMC9604866/ /pubmed/36286358 http://dx.doi.org/10.3390/jimaging8100264 Text en © 2022 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 | Article Amdaouch, Ibtisam Saban, Mohamed El Gueri, Jaouad Chaari, Mohamed Zied Alejos, Ana Vazquez Alzola, Juan Ruiz Muñoz, Alfredo Rosado Aghzout, Otman A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection |
title | A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection |
title_full | A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection |
title_fullStr | A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection |
title_full_unstemmed | A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection |
title_short | A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection |
title_sort | novel approach of a low-cost uwb microwave imaging system with high resolution based on sar and a new fast reconstruction algorithm for early-stage breast cancer detection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604866/ https://www.ncbi.nlm.nih.gov/pubmed/36286358 http://dx.doi.org/10.3390/jimaging8100264 |
work_keys_str_mv | AT amdaouchibtisam anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT sabanmohamed anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT elguerijaouad anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT chaarimohamedzied anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT alejosanavazquez anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT alzolajuanruiz anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT munozalfredorosado anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT aghzoutotman anovelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT amdaouchibtisam novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT sabanmohamed novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT elguerijaouad novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT chaarimohamedzied novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT alejosanavazquez novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT alzolajuanruiz novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT munozalfredorosado novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection AT aghzoutotman novelapproachofalowcostuwbmicrowaveimagingsystemwithhighresolutionbasedonsarandanewfastreconstructionalgorithmforearlystagebreastcancerdetection |