Monitoring of intracerebral hemorrhage with a linear microwave imaging algorithm

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dc.authorid0000-0003-1500-2263en_US
dc.authorid0000-0003-3517-6164en_US
dc.authorid0000-0003-0550-5799en_US
dc.authorid0000-0002-5329-6437en_US
dc.contributor.authorDilman, İsmail
dc.contributor.authorBilgin, Egemen
dc.contributor.authorAkıncı, Mehmet Nuri
dc.contributor.authorCoşğun, Sema
dc.contributor.authorDoğu, Semih
dc.date.accessioned2024-01-30T06:54:24Z
dc.date.available2024-01-30T06:54:24Z
dc.date.issued2023en_US
dc.departmentBAİBÜ, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümüen_US
dc.descriptionThis work is supported by Istanbul Technical University under the project number MGA-2017-40824.en_US
dc.description.abstractIntracerebral hemorrhage is a life-threatening condition where conventional imaging modalities such as CT and MRI are indispensable in diagnosing. Nevertheless, monitoring the evolution of intracerebral hemorrhage still poses a technological challenge. We consider continuous monitoring of intracerebral hemorrhage in this context and present a differential microwave imaging scheme based on a linearized inverse scattering. Our aim is to reconstruct non-anatomical maps that reveal the volumetric evolution of hemorrhage by using the differences between consecutive electric field measurements. This approach can potentially allow the monitoring of intracerebral hemorrhage in a real-time and cost-effective manner. Here, we devise an indicator function, which reveals the position, volumetric growth, and shrinkage of hemorrhage. Later, the method is numerically tested via a 3D anthropomorphic dielectric head model. Through several simulations performed for different locations of intracerebral hemorrhage, the indicator function-based technique is demonstrated to be capable of detecting the changes accurately. Finally, the robustness under noisy conditions is analyzed to assess the feasibility of the method. This analysis suggests that the method can be used to monitor the evolution of intracerebral hemorrhage in real-world scenarios.en_US
dc.description.sponsorshipIstanbul Technical University [MGA-2017-40824]en_US
dc.identifier.citationDilman, İ., Bilgin, E., Akıncı, M. N., Coşğun, S., Doğu, S., Çayören, M., & Akduman, İ. (2023). Monitoring of intracerebral hemorrhage with a linear microwave imaging algorithm. Medical & Biological Engineering & Computing, 61(1), 33-43.en_US
dc.identifier.doi10.1007/s11517-022-02694-x
dc.identifier.endpage43en_US
dc.identifier.issn0140-0118
dc.identifier.issn1741-0444
dc.identifier.issue1en_US
dc.identifier.pmid36307743en_US
dc.identifier.scopus2-s2.0-85140996430en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage33en_US
dc.identifier.urihttp://dx.doi.org/10.1007/s11517-022-02694-x
dc.identifier.urihttps://hdl.handle.net/20.500.12491/11970
dc.identifier.volume61en_US
dc.identifier.wosWOS:000875522800001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.institutionauthorCoşğun, Sema
dc.language.isoenen_US
dc.publisherSpringer Heidelbergen_US
dc.relation.ispartofMedical & Biological Engineering & Computingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectIntracerebral Hemorrhageen_US
dc.subjectMicrowave Imagingen_US
dc.subjectInverse Scatteringen_US
dc.subjectBrain-Stroke-Detectionen_US
dc.titleMonitoring of intracerebral hemorrhage with a linear microwave imaging algorithmen_US
dc.typeArticleen_US

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