Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms

Detalhes bibliográficos
Autor(a) principal: Savazzi, Matteo
Data de Publicação: 2023
Outros Autores: Karadima, Olympia, Duarte, David O. Rodriguez, Tobon, Jorge, Vipiana, Francesca, Kosmas, Panagiotis, Fernandes, Carlos A., Felicio, Joao M., Conceicao, Raquel C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10451/56384
Resumo: Abstract—We assess the application of microwave tomography (MWT) for the detection of axillary lymph nodes (ALNs) in breast cancer patients. We numerically study the effects of limiting angular view in axillary MWT, as probes can only be placed on a limited arc around the axillary region. We also numerically study the possibility of increasing the amount of retrievable information by acquiring data in two consecutive steps, with a single antenna set in two different angular positions. We finally experimentally test axillary MWT on anthropomorphic phantoms with different levels of anatomical fidelity, and different ALN positions. Our MWT system (0.8-2.5GHz) employs 6 monopole antennas placed on a single transverse plane, facing the axillary region. The reconstruction algorithm implements the distorted Born iterative method, combined with the two-step iterative shrinkage/thresholding for the inversion (DBIM-TwIST). Our numerical results (i) highlight the challenges associated with the limited angular view, and (ii) show that performing two-step angular measurements enhance imaging results, suggesting that rotating the antenna set between consecutive measurements is an effective means to increase the retrievable information in ALN MWT. Our experimental results show that our MWT system can detect an ALN in different positions. To the best of our knowledge this is the first paper to assess ALN MWT in a realistic 3D experimental scenario.
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spelling Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantomsaxillary lymph node imagingbreast cancerdistorted Born iterative method (DBIM)limited angular informationmedical microwave imagingmicrowave tomographyAbstract—We assess the application of microwave tomography (MWT) for the detection of axillary lymph nodes (ALNs) in breast cancer patients. We numerically study the effects of limiting angular view in axillary MWT, as probes can only be placed on a limited arc around the axillary region. We also numerically study the possibility of increasing the amount of retrievable information by acquiring data in two consecutive steps, with a single antenna set in two different angular positions. We finally experimentally test axillary MWT on anthropomorphic phantoms with different levels of anatomical fidelity, and different ALN positions. Our MWT system (0.8-2.5GHz) employs 6 monopole antennas placed on a single transverse plane, facing the axillary region. The reconstruction algorithm implements the distorted Born iterative method, combined with the two-step iterative shrinkage/thresholding for the inversion (DBIM-TwIST). Our numerical results (i) highlight the challenges associated with the limited angular view, and (ii) show that performing two-step angular measurements enhance imaging results, suggesting that rotating the antenna set between consecutive measurements is an effective means to increase the retrievable information in ALN MWT. Our experimental results show that our MWT system can detect an ALN in different positions. To the best of our knowledge this is the first paper to assess ALN MWT in a realistic 3D experimental scenario.Repositório da Universidade de LisboaSavazzi, MatteoKaradima, OlympiaDuarte, David O. RodriguezTobon, JorgeVipiana, FrancescaKosmas, PanagiotisFernandes, Carlos A.Felicio, Joao M.Conceicao, Raquel C.2023-02-20T12:14:17Z20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10451/56384eng10.1109/JERM.2023.3241777info: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:RCAAP2023-11-08T17:03:56Zoai:repositorio.ul.pt:10451/56384Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:06:55.762435Repositório 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 Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
title Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
spellingShingle Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
Savazzi, Matteo
axillary lymph node imaging
breast cancer
distorted Born iterative method (DBIM)
limited angular information
medical microwave imaging
microwave tomography
title_short Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
title_full Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
title_fullStr Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
title_full_unstemmed Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
title_sort Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms
author Savazzi, Matteo
author_facet Savazzi, Matteo
Karadima, Olympia
Duarte, David O. Rodriguez
Tobon, Jorge
Vipiana, Francesca
Kosmas, Panagiotis
Fernandes, Carlos A.
Felicio, Joao M.
Conceicao, Raquel C.
author_role author
author2 Karadima, Olympia
Duarte, David O. Rodriguez
Tobon, Jorge
Vipiana, Francesca
Kosmas, Panagiotis
Fernandes, Carlos A.
Felicio, Joao M.
Conceicao, Raquel C.
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Savazzi, Matteo
Karadima, Olympia
Duarte, David O. Rodriguez
Tobon, Jorge
Vipiana, Francesca
Kosmas, Panagiotis
Fernandes, Carlos A.
Felicio, Joao M.
Conceicao, Raquel C.
dc.subject.por.fl_str_mv axillary lymph node imaging
breast cancer
distorted Born iterative method (DBIM)
limited angular information
medical microwave imaging
microwave tomography
topic axillary lymph node imaging
breast cancer
distorted Born iterative method (DBIM)
limited angular information
medical microwave imaging
microwave tomography
description Abstract—We assess the application of microwave tomography (MWT) for the detection of axillary lymph nodes (ALNs) in breast cancer patients. We numerically study the effects of limiting angular view in axillary MWT, as probes can only be placed on a limited arc around the axillary region. We also numerically study the possibility of increasing the amount of retrievable information by acquiring data in two consecutive steps, with a single antenna set in two different angular positions. We finally experimentally test axillary MWT on anthropomorphic phantoms with different levels of anatomical fidelity, and different ALN positions. Our MWT system (0.8-2.5GHz) employs 6 monopole antennas placed on a single transverse plane, facing the axillary region. The reconstruction algorithm implements the distorted Born iterative method, combined with the two-step iterative shrinkage/thresholding for the inversion (DBIM-TwIST). Our numerical results (i) highlight the challenges associated with the limited angular view, and (ii) show that performing two-step angular measurements enhance imaging results, suggesting that rotating the antenna set between consecutive measurements is an effective means to increase the retrievable information in ALN MWT. Our experimental results show that our MWT system can detect an ALN in different positions. To the best of our knowledge this is the first paper to assess ALN MWT in a realistic 3D experimental scenario.
publishDate 2023
dc.date.none.fl_str_mv 2023-02-20T12:14:17Z
2023
2023-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10451/56384
url http://hdl.handle.net/10451/56384
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1109/JERM.2023.3241777
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