Microwave breast imaging using a dry setup

dc.contributor.authorFelício, J. M.
dc.contributor.authorBioucas-Dias, J. M.
dc.contributor.authorCosta, J. R.
dc.contributor.authorFernandes, C. A.
dc.date.accessioned2020-12-14T14:25:49Z
dc.date.issued2020
dc.date.updated2020-12-14T14:24:54Z
dc.description.abstractThis article demonstrates for the first time, both numerically and experimentally, the feasibility of radar-based microwave imaging of anthropomorphic heterogeneously dense breasts in prone position, requiring no immersion liquid. The dry, contactless approach greatly simplifies the setup, favors patient comfort, and further avoids lengthy sanitation procedures after each exam. We use a radar-type technique with the antennas distributed in cylindrical configuration around the breast phantom. The reflectivity map is reconstructed using a wave-migration algorithm in the frequency domain. This article presents new developed strategies to cope with the challenges of a dry setup, namely increased skin artifact due to the concomitant absence of matching liquid and nonuniform breast shape. We propose an iterative and adaptive algorithm based on singular value decomposition that effectively removes the skin backscattering under the abovementioned conditions. It is compatible with automatic processing, and computationally fast. One of its inputs is the breast three-dimensional surface information, and its distance to the antennas, all obtained automatically from a proposed low-cost procedure based on a webcam. The imaging method is reasonably resilient to the presence of fibroglandular tissues, and to uncertainties of tissue permittivity. Another tackled challenge is the miniaturization of the antenna in air, which is achieved with an optimized balanced antipodal Vivaldi of the same size as counterparts used in dense immersion liquids. Finally, all the building blocks are combined to demonstrate experimentally the overall dry system performance, with very good detection of the tumor at three different positions in the breast, even in low-contrast scenarios.eng
dc.description.versioninfo:eu-repo/semantics/acceptedVersion
dc.identifier.doi10.1109/TCI.2019.2931079
dc.identifier.issn2333-9403
dc.identifier.urihttp://hdl.handle.net/10071/20915
dc.journalIEEE Transactions on Computational Imaging
dc.language.isoeng
dc.number12
dc.pagination167 - 180
dc.peerreviewedyes
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relationPTDC/EEI-TEL/30323/2017
dc.relationUID/EEA/50008/2019
dc.rightsopen access
dc.subjectArtifact removaleng
dc.subjectBalanced antipodal Vivaldi antenna (BAVA)eng
dc.subjectBreast surface estimationeng
dc.subjectBroadband antennaeng
dc.subjectDry imaging setupeng
dc.subjectHeterogeneous breast imagingeng
dc.subjectInverse problemeng
dc.subjectMedical microwave imaging (MWI)eng
dc.subjectPhantomeng
dc.subjectSingular value decomposition (SVD)eng
dc.subjectSkin backscatteringeng
dc.subjectCascade transmission lineeng
dc.subjectWave-migrationeng
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Matemáticaspor
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informaçãopor
dc.subject.fosDomínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologiaspor
dc.subject.fosDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informáticapor
dc.titleMicrowave breast imaging using a dry setupeng
dc.typearticle
dc.volume6
degois.publication.firstPage167
degois.publication.issue12
degois.publication.lastPage180
degois.publication.titleMicrowave breast imaging using a dry setupeng
dspace.entity.typePublicationen
iscte.alternateIdentifiers.wosWOS:000565812500014
iscte.identifier.cienciahttps://ciencia.iscte-iul.pt/id/ci-pub-68132
iscte.subject.odsSaúde de qualidadepor
iscte.subject.odsIndústria, inovação e infraestruturaspor

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