Validation of a compact microwave imaging system for bone fracture detection

Detalhes bibliográficos
Autor(a) principal: Santos, K. C.
Data de Publicação: 2023
Outros Autores: Fernandes, C. A., Costa, J. R.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/28934
Resumo: This work presents a systematic evaluation of the effectiveness of an air-operated microwave imaging (MWI) system for detection of arbitrarily oriented thin fractures in superficial bones, like the tibia. This includes the proposal of a new compact, portable setup where a single Vivaldi antenna performs a semi-cylindrical scan of the limb. The antenna is operated in monostatic radar mode, near the skin but without contact, thus ensuring hygiene and patient comfort during the exam. The image is reconstructed using a wave-migration algorithm in the frequency domain combined with an adaptative algorithm based on singular value decomposition to remove the skin artifact, dealing with non-uniform bone profile and tissue cover. The study investigates the system resolution, the robustness of the method to the uncertainty of the permittivity and thickness of the involved tested tissues, as well as the robustness to involuntary patient movement. The experimental validation was performed for the first time on an integral ex-vivo animal leg, with all tissues present, including skin and fur. It confirmed both the effectiveness of the method, and the feasibility of the setup.
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spelling Validation of a compact microwave imaging system for bone fracture detectionMicrowave imagingBiomedical imagingImage reconstructionBonesThis work presents a systematic evaluation of the effectiveness of an air-operated microwave imaging (MWI) system for detection of arbitrarily oriented thin fractures in superficial bones, like the tibia. This includes the proposal of a new compact, portable setup where a single Vivaldi antenna performs a semi-cylindrical scan of the limb. The antenna is operated in monostatic radar mode, near the skin but without contact, thus ensuring hygiene and patient comfort during the exam. The image is reconstructed using a wave-migration algorithm in the frequency domain combined with an adaptative algorithm based on singular value decomposition to remove the skin artifact, dealing with non-uniform bone profile and tissue cover. The study investigates the system resolution, the robustness of the method to the uncertainty of the permittivity and thickness of the involved tested tissues, as well as the robustness to involuntary patient movement. The experimental validation was performed for the first time on an integral ex-vivo animal leg, with all tissues present, including skin and fur. It confirmed both the effectiveness of the method, and the feasibility of the setup.IEEE2023-07-05T14:27:26Z2023-01-01T00:00:00Z20232023-07-05T15:26:58Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/28934eng2169-353610.1109/ACCESS.2023.3287486Santos, K. C.Fernandes, C. A.Costa, J. R.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:56:37Zoai:repositorio.iscte-iul.pt:10071/28934Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:29:02.142720Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Validation of a compact microwave imaging system for bone fracture detection
title Validation of a compact microwave imaging system for bone fracture detection
spellingShingle Validation of a compact microwave imaging system for bone fracture detection
Santos, K. C.
Microwave imaging
Biomedical imaging
Image reconstruction
Bones
title_short Validation of a compact microwave imaging system for bone fracture detection
title_full Validation of a compact microwave imaging system for bone fracture detection
title_fullStr Validation of a compact microwave imaging system for bone fracture detection
title_full_unstemmed Validation of a compact microwave imaging system for bone fracture detection
title_sort Validation of a compact microwave imaging system for bone fracture detection
author Santos, K. C.
author_facet Santos, K. C.
Fernandes, C. A.
Costa, J. R.
author_role author
author2 Fernandes, C. A.
Costa, J. R.
author2_role author
author
dc.contributor.author.fl_str_mv Santos, K. C.
Fernandes, C. A.
Costa, J. R.
dc.subject.por.fl_str_mv Microwave imaging
Biomedical imaging
Image reconstruction
Bones
topic Microwave imaging
Biomedical imaging
Image reconstruction
Bones
description This work presents a systematic evaluation of the effectiveness of an air-operated microwave imaging (MWI) system for detection of arbitrarily oriented thin fractures in superficial bones, like the tibia. This includes the proposal of a new compact, portable setup where a single Vivaldi antenna performs a semi-cylindrical scan of the limb. The antenna is operated in monostatic radar mode, near the skin but without contact, thus ensuring hygiene and patient comfort during the exam. The image is reconstructed using a wave-migration algorithm in the frequency domain combined with an adaptative algorithm based on singular value decomposition to remove the skin artifact, dealing with non-uniform bone profile and tissue cover. The study investigates the system resolution, the robustness of the method to the uncertainty of the permittivity and thickness of the involved tested tissues, as well as the robustness to involuntary patient movement. The experimental validation was performed for the first time on an integral ex-vivo animal leg, with all tissues present, including skin and fur. It confirmed both the effectiveness of the method, and the feasibility of the setup.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-05T14:27:26Z
2023-01-01T00:00:00Z
2023
2023-07-05T15:26:58Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/28934
url http://hdl.handle.net/10071/28934
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2169-3536
10.1109/ACCESS.2023.3287486
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dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
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