Feasibility of bone fracture detection using microwave imaging

Detalhes bibliográficos
Autor(a) principal: Santos, K. C.
Data de Publicação: 2022
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/10071/26303
Resumo: This paper studies the feasibility of Microwave Imaging (MWI) for detection of fractures in superficial bones like the tibia, using a simple and practical setup. First-responders could use it for fast preliminary diagnosis in emergency locations, where X-Rays are not available. It may prove valuable also for cases where X-ray are not recommended, e.g., length pregnant women or children. The method is inspired on the synthetic aperture radar technique. A single Vivaldi antenna is used to linearly scan the bone in the 8.3-11.1 GHz frequency range and collect the scattered fields. The system is operated in air, without the need for impractical impedance-matching immersion liquids. The image is reconstructed using a Kirchhoff migration algorithm. A Singular Value Decomposition (SVD) strategy is used to remove skin and background artifacts. To test this technique, a set of full-wave simulations and experiments were conducted on a multilayer phantom and on an ex-vivo animal bone. Results show that the system can detect and locate bone transverse fractures as small as 1 mm width and 13 mm deep, even when the bone is wrapped by 2 mm thick skin.
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spelling Feasibility of bone fracture detection using microwave imagingBiomedical imagingBonesDielectric materialsImage reconstructionMicrowave imagingThis paper studies the feasibility of Microwave Imaging (MWI) for detection of fractures in superficial bones like the tibia, using a simple and practical setup. First-responders could use it for fast preliminary diagnosis in emergency locations, where X-Rays are not available. It may prove valuable also for cases where X-ray are not recommended, e.g., length pregnant women or children. The method is inspired on the synthetic aperture radar technique. A single Vivaldi antenna is used to linearly scan the bone in the 8.3-11.1 GHz frequency range and collect the scattered fields. The system is operated in air, without the need for impractical impedance-matching immersion liquids. The image is reconstructed using a Kirchhoff migration algorithm. A Singular Value Decomposition (SVD) strategy is used to remove skin and background artifacts. To test this technique, a set of full-wave simulations and experiments were conducted on a multilayer phantom and on an ex-vivo animal bone. Results show that the system can detect and locate bone transverse fractures as small as 1 mm width and 13 mm deep, even when the bone is wrapped by 2 mm thick skin.IEEE2022-10-15T15:32:04Z2022-01-01T00:00:00Z20222022-10-15T16:30:55Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/26303eng2637-643110.1109/OJAP.2022.3194217Santos, 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:RCAAP2023-11-09T17:58:17Zoai:repositorio.iscte-iul.pt:10071/26303Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:30:18.034031Repositório 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 Feasibility of bone fracture detection using microwave imaging
title Feasibility of bone fracture detection using microwave imaging
spellingShingle Feasibility of bone fracture detection using microwave imaging
Santos, K. C.
Biomedical imaging
Bones
Dielectric materials
Image reconstruction
Microwave imaging
title_short Feasibility of bone fracture detection using microwave imaging
title_full Feasibility of bone fracture detection using microwave imaging
title_fullStr Feasibility of bone fracture detection using microwave imaging
title_full_unstemmed Feasibility of bone fracture detection using microwave imaging
title_sort Feasibility of bone fracture detection using microwave imaging
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 Biomedical imaging
Bones
Dielectric materials
Image reconstruction
Microwave imaging
topic Biomedical imaging
Bones
Dielectric materials
Image reconstruction
Microwave imaging
description This paper studies the feasibility of Microwave Imaging (MWI) for detection of fractures in superficial bones like the tibia, using a simple and practical setup. First-responders could use it for fast preliminary diagnosis in emergency locations, where X-Rays are not available. It may prove valuable also for cases where X-ray are not recommended, e.g., length pregnant women or children. The method is inspired on the synthetic aperture radar technique. A single Vivaldi antenna is used to linearly scan the bone in the 8.3-11.1 GHz frequency range and collect the scattered fields. The system is operated in air, without the need for impractical impedance-matching immersion liquids. The image is reconstructed using a Kirchhoff migration algorithm. A Singular Value Decomposition (SVD) strategy is used to remove skin and background artifacts. To test this technique, a set of full-wave simulations and experiments were conducted on a multilayer phantom and on an ex-vivo animal bone. Results show that the system can detect and locate bone transverse fractures as small as 1 mm width and 13 mm deep, even when the bone is wrapped by 2 mm thick skin.
publishDate 2022
dc.date.none.fl_str_mv 2022-10-15T15:32:04Z
2022-01-01T00:00:00Z
2022
2022-10-15T16:30:55Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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url http://hdl.handle.net/10071/26303
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language eng
dc.relation.none.fl_str_mv 2637-6431
10.1109/OJAP.2022.3194217
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publisher.none.fl_str_mv IEEE
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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