A correlated microwave-acoustic imaging method for early-stage cancer detection
Microwave-based imaging technique shows large potential in detecting early-stage cancer due to significant dielectric contrast between tumor and surrounding healthy tissue. In this paper, we present a new way named Correlated Microwave-Acoustic Imaging (CMAI) of combining two microwave-based imaging...
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sg-ntu-dr.10356-991062020-03-07T13:24:49Z A correlated microwave-acoustic imaging method for early-stage cancer detection Gao, Fei Zheng, Yuanjin School of Electrical and Electronic Engineering Annual International Conference of the IEEE Engineering in Medicine and Biology Society (34th : 2012 : San Diego, USA) DRNTU::Engineering::Electrical and electronic engineering Microwave-based imaging technique shows large potential in detecting early-stage cancer due to significant dielectric contrast between tumor and surrounding healthy tissue. In this paper, we present a new way named Correlated Microwave-Acoustic Imaging (CMAI) of combining two microwave-based imaging modalities: confocal microwave imaging(CMI) by detecting scattered microwave signal, and microwave-induced thermo-acoustic imaging (TAI) by detecting induced acoustic signal arising from microwave energy absorption and thermal expansion. Necessity of combining CMI and TAI is analyzed theoretically, and by applying simple algorithm to CMI and TAI separately, we propose an image correlation approach merging CMI and TAI together to achieve better performance in terms of resolution and contrast. Preliminary numerical simulation shows promising results in case of low contrast and large variation scenarios. A UWB transmitter is designed and tested for future complete system implementation. This preliminary study inspires us to develop a new medical imaging modality CMAI to achieve real-time, high resolution and high contrast simultaneously. 2013-07-31T06:16:07Z 2019-12-06T20:03:28Z 2013-07-31T06:16:07Z 2019-12-06T20:03:28Z 2012 2012 Conference Paper https://hdl.handle.net/10356/99106 http://hdl.handle.net/10220/12613 10.1109/EMBC.2012.6345972 en |
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DRNTU::Engineering::Electrical and electronic engineering Gao, Fei Zheng, Yuanjin A correlated microwave-acoustic imaging method for early-stage cancer detection |
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Microwave-based imaging technique shows large potential in detecting early-stage cancer due to significant dielectric contrast between tumor and surrounding healthy tissue. In this paper, we present a new way named Correlated Microwave-Acoustic Imaging (CMAI) of combining two microwave-based imaging modalities: confocal microwave imaging(CMI) by detecting scattered microwave signal, and microwave-induced thermo-acoustic imaging (TAI) by detecting induced acoustic signal arising from microwave energy absorption and thermal expansion. Necessity of combining CMI and TAI is analyzed theoretically, and by applying simple algorithm to CMI and TAI separately, we propose an image correlation approach merging CMI and TAI together to achieve better performance in terms of resolution and contrast. Preliminary numerical simulation shows promising results in case of low contrast and large variation scenarios. A UWB transmitter is designed and tested for future complete system implementation. This preliminary study inspires us to develop a new medical imaging modality CMAI to achieve real-time, high resolution and high contrast simultaneously. |
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School of Electrical and Electronic Engineering |
author_facet |
School of Electrical and Electronic Engineering Gao, Fei Zheng, Yuanjin |
format |
Conference or Workshop Item |
author |
Gao, Fei Zheng, Yuanjin |
author_sort |
Gao, Fei |
title |
A correlated microwave-acoustic imaging method for early-stage cancer detection |
title_short |
A correlated microwave-acoustic imaging method for early-stage cancer detection |
title_full |
A correlated microwave-acoustic imaging method for early-stage cancer detection |
title_fullStr |
A correlated microwave-acoustic imaging method for early-stage cancer detection |
title_full_unstemmed |
A correlated microwave-acoustic imaging method for early-stage cancer detection |
title_sort |
correlated microwave-acoustic imaging method for early-stage cancer detection |
publishDate |
2013 |
url |
https://hdl.handle.net/10356/99106 http://hdl.handle.net/10220/12613 |
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1681049421321601024 |