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CASSIA (cardiology software suite for image analysis): a potential new tool for the evaluation of [18F]FDG PET/CT in the setting of infective endocarditis.

dc.contributor.authorPalomino-Fernández, David
dc.contributor.authorGómez-Grande, Adolfo
dc.contributor.authorFernández-Igarza, Mirene
dc.contributor.authorPilkington, Patrick
dc.contributor.authorSeiffert, Alexander P
dc.contributor.authorBueno, Hector
dc.contributor.authorGómez, Enrique J
dc.contributor.authorSánchez-González, Patricia
dc.contributor.funderSociedad Española de Cardiologíaes_ES
dc.date.accessioned2023-04-27T13:37:46Z
dc.date.available2023-04-27T13:37:46Z
dc.date.issued2023-01
dc.description.abstractDue to the high morbidity and mortality of infective endocarditis (IE), medical imaging techniques are combined to ensure a correct diagnosis. [18F]FDG PET/CT has demonstrated the ability to improve diagnostic accuracy compared with the conventional modified Duke criteria in patients with suspected IE, especially those with prosthetic valve infective endocarditis (PVIE). The aim of this study is to provide an adjunctive diagnostic tool to improve the diagnostic accuracy in cardiovascular infections, specifically PVIE. A segmentation tool to extract quantitative measures of [18F]FDG PET/CT image studies of prosthetic heart valve regions was developed and validated in 20 cases of suspected PVIE, of which 9 were confirmed. For that, Valvular Heterogeneity Index (VHI) and Ring-to-Center Ratio (RCR) were defined. Results show an overall increase in the metabolic uptake of the prosthetic valve ring in the studies with confirmed PVIE diagnosis (SUVmax from 1.70 to 3.20; SUVmean from 0.86 to 1.50). The VHI and RCR showed areas under the curve of 0.727 and 0.808 in the receiver operating characteristics curve analyses, respectively, for PVIE diagnosis. Mann-Whitney U tests showed statistically significant differences between groups for RCR (p = 0.02). Visual analyses and clinical reports were concordant with the extracted quantitative metrics. The proposed new method and presented software solution (CASSIA) provide the capability to assess quantitatively myocardial metabolism along the prosthetic valve region in routine [18F]FDG PET/CT scans for evaluating heart valve infectious processes. VHI and RCR are proposed as new potential adjunctive measures for PVIE diagnosis.es_ES
dc.description.peerreviewedes_ES
dc.description.sponsorshipThe project was partially funded by Sociedad Española de Cardiología (SEC/FEC-INVBAS 21/022). Open Access funding provided thanks to the CRUE-CSIC agreement with Springer Nature.es_ES
dc.format.number1es_ES
dc.format.page157es_ES
dc.format.volume18es_ES
dc.identifier.citationInt J Comput Assist Radiol Surg . 2023 Jan;18(1):157-169.es_ES
dc.identifier.doi10.1007/s11548-022-02729-6es_ES
dc.identifier.e-issn1861-6429es_ES
dc.identifier.journalInternational journal of computer assisted radiology and surgeryes_ES
dc.identifier.pubmedID36053441es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12105/15934
dc.language.isoenges_ES
dc.publisherSpringeres_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/SEC/FEC-INVBAS 21/022es_ES
dc.relation.publisherversionhttps://doi.org/10.1007/s11548-022-02729-6es_ES
dc.repisalud.institucionCNICes_ES
dc.repisalud.orgCNICCNIC::Grupos de investigación::Investigación Cardiovascular Traslacional Multidisciplinariaes_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.licenseAtribución 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subject.meshCassiaes_ES
dc.subject.meshProsthesis-Related Infectionses_ES
dc.subject.meshEndocarditis, Bacteriales_ES
dc.subject.meshEndocarditises_ES
dc.subject.meshHeart Valve Prosthesises_ES
dc.subject.meshCardiologyes_ES
dc.subject.meshHumanses_ES
dc.subject.meshPositron Emission Tomography Computed Tomographyes_ES
dc.subject.meshFluorodeoxyglucose F18es_ES
dc.subject.meshRadiopharmaceuticalses_ES
dc.titleCASSIA (cardiology software suite for image analysis): a potential new tool for the evaluation of [18F]FDG PET/CT in the setting of infective endocarditis.es_ES
dc.typejournal articlees_ES
dc.type.hasVersionVoRes_ES
dspace.entity.typePublication
relation.isAuthorOfPublication4e417023-fc1f-41d2-8130-485f76466465
relation.isAuthorOfPublication.latestForDiscovery4e417023-fc1f-41d2-8130-485f76466465

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