Multi-frequency holographic microwave imaging for breast lesion detection
| dc.contributor.author | Wang, Lulu | |
| dc.contributor.department | Department of Engineering | |
| dc.date.accessioned | 2026-10-01T11:07:00Z | |
| dc.date.available | 2026-10-01T11:07:00Z | |
| dc.date.issued | 2019 | |
| dc.description | Publisher Copyright: © 2013 IEEE. | en |
| dc.description.abstract | This paper presents the development of a multi-frequency holographic microwave imaging (HMI) algorithm and investigates the feasibility and effectiveness of the proposed algorithm for breast imaging. A realistic numerical system, including various realistic breast models and image data acquisition model, has been developed using the MATLAB software to demonstrate the working principle of the multi-frequency HMI method. Several numerical experiments have been conducted to evaluate the performance of the proposed method for breast tumor detection. A comparison study of single- and multi-frequency HMIs have been performed to investigate the effectiveness, sensitivity, and accuracy of the proposed method. Results demonstrated that the multi-frequency HMI could improve the breast image quality and accurately detect the small tumors even when they located inside dense tissue. Compared to the single-frequency HMI, the multi-frequency imaging approach could obtain detailed structural information about the breast and identify small lesions more accurately and effectively. The proposed method has the potential to become a great and helpful vision tool for investigating microwave diagnostic techniques. | en |
| dc.description.version | Peer reviewed | en |
| dc.format.extent | 10 | |
| dc.format.extent | 5416483 | |
| dc.format.extent | 83984-83993 | |
| dc.identifier.citation | Wang, L 2019, 'Multi-frequency holographic microwave imaging for breast lesion detection', IEEE Access, vol. 7, 8743436, pp. 83984-83993. https://doi.org/10.1109/ACCESS.2019.2924334 | en |
| dc.identifier.doi | 10.1109/ACCESS.2019.2924334 | |
| dc.identifier.issn | 2169-3536 | |
| dc.identifier.other | 251014931 | |
| dc.identifier.other | b12a200f-ccbb-431a-8388-50922fa8353e | |
| dc.identifier.other | 85068965385 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11815/8442 | |
| dc.language.iso | en | |
| dc.relation.ispartofseries | IEEE Access; 7() | en |
| dc.relation.url | https://www.scopus.com/pages/publications/85068965385 | en |
| dc.rights | info:eu-repo/semantics/openAccess | en |
| dc.subject | breast cancer | en |
| dc.subject | holographic microwave imaging | en |
| dc.subject | microwave antenna array | en |
| dc.subject | Microwave imaging | en |
| dc.subject | multi-frequency | en |
| dc.subject | General Computer Science | en |
| dc.subject | General Materials Science | en |
| dc.subject | General Engineering | en |
| dc.subject | Electrical and Electronic Engineering | en |
| dc.title | Multi-frequency holographic microwave imaging for breast lesion detection | en |
| dc.type | /dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/article | en |
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