2022
Reference CMR values of atrial size and function: Are they similar in the east and the west?
Csecs I, Garcia M. Reference CMR values of atrial size and function: Are they similar in the east and the west? International Journal Of Cardiology 2022, 358: 134-135. PMID: 35483479, DOI: 10.1016/j.ijcard.2022.02.036.Peer-Reviewed Original ResearchAtrial Function, LeftHeart AtriaHumansMagnetic Resonance ImagingMagnetic Resonance Imaging, CineReference Values
2021
Machine learning phenotyping of scarred myocardium from cine in hypertrophic cardiomyopathy
Mancio J, Pashakhanloo F, El-Rewaidy H, Jang J, Joshi G, Csecs I, Ngo L, Rowin E, Manning W, Maron M, Nezafat R. Machine learning phenotyping of scarred myocardium from cine in hypertrophic cardiomyopathy. European Heart Journal - Cardiovascular Imaging 2021, 23: 532-542. PMID: 33779725, PMCID: PMC9125682, DOI: 10.1093/ehjci/jeab056.Peer-Reviewed Original ResearchMeSH KeywordsCardiomyopathy, HypertrophicCicatrixContrast MediaFibrosisGadoliniumHumansMachine LearningMagnetic Resonance Imaging, CineMyocardiumPredictive Value of Tests
2020
Multi‐domain convolutional neural network (MD‐CNN) for radial reconstruction of dynamic cardiac MRI
El‐Rewaidy H, Fahmy A, Pashakhanloo F, Cai X, Kucukseymen S, Csecs I, Neisius U, Haji‐Valizadeh H, Menze B, Nezafat R. Multi‐domain convolutional neural network (MD‐CNN) for radial reconstruction of dynamic cardiac MRI. Magnetic Resonance In Medicine 2020, 85: 1195-1208. PMID: 32924188, DOI: 10.1002/mrm.28485.Peer-Reviewed Original ResearchMeSH KeywordsDeep LearningHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingMagnetic Resonance Imaging, CineMaleNeural Networks, ComputerRetrospective StudiesConceptsStructural similarity indexMulti-domain convolutional neural networkMean-squared-errorConvolutional neural networkMD-CNNNeural networkDynamic cardiac MRIComplex-valued networksCardiac MR cine imagesK-space interpolationProcessing MR dataImage domainTemporal fidelityUndersampled datasetsFast reconstructionCine imagesK-spaceArtifact suppressionMR cine imagesSimilarity indexCine dataBorder sharpnessNetworkLong scan timesNon-sinus rhythm
2019
The impact of sex, age and training on biventricular cardiac adaptation in healthy adult and adolescent athletes: Cardiac magnetic resonance imaging study
Csecs I, Czimbalmos C, Toth A, Dohy Z, Suhai I, Szabo L, Kovacs A, Lakatos B, Sydo N, Kheirkhahan M, Peritz D, Kiss O, Merkely B, Vago H. The impact of sex, age and training on biventricular cardiac adaptation in healthy adult and adolescent athletes: Cardiac magnetic resonance imaging study. European Journal Of Preventive Cardiology 2019, 27: 540-549. PMID: 31370686, DOI: 10.1177/2047487319866019.Peer-Reviewed Original ResearchMeSH KeywordsAdaptation, PhysiologicalAdolescentAdultAge FactorsAthletesCardiomegaly, Exercise-InducedFemaleHeart VentriclesHumansMagnetic Resonance Imaging, CineMalePhysical Conditioning, HumanPredictive Value of TestsSex FactorsVentricular Function, LeftVentricular Function, RightVentricular RemodelingYoung AdultConceptsEnd-diastolic volume indexVentricular mass indexTraining hoursBody surface areaTraining volumeEndurance sportsCardiac adaptationImpact of sexVentricular massMass indexMale sexRight ventricular end-diastolic volume indexHigher training volumeVentricular volumeLeft ventricular end-diastolic volume indexCardiac magnetic resonance parametersWeekly training hoursRight ventricular ejection fractionVolume indexLeft ventricular mass indexRight ventricular mass indexCardiac magnetic resonance imagingRight/left ventricular ratioVentricular ejection fractionEnd-systolic volumeThe effect of contrast agents on left ventricular parameters calculated by a threshold-based software module: does it truly matter?
Szűcs A, Kiss A, Suhai F, Tóth A, Gregor Z, Horváth M, Czimbalmos C, Csécs I, Dohy Z, Szabó L, Merkely B, Vágó H. The effect of contrast agents on left ventricular parameters calculated by a threshold-based software module: does it truly matter? The International Journal Of Cardiovascular Imaging 2019, 35: 1683-1689. PMID: 31037474, PMCID: PMC6700040, DOI: 10.1007/s10554-019-01587-9.Peer-Reviewed Original ResearchMeSH KeywordsAdultBiomechanical PhenomenaCase-Control StudiesContrast MediaFemaleHeart VentriclesHumansImage Interpretation, Computer-AssistedIsolated Noncompaction of the Ventricular MyocardiumMagnetic Resonance Imaging, CineMaleMeglumineMiddle AgedOrganometallic CompoundsPredictive Value of TestsProspective StudiesReproducibility of ResultsSoftwareStroke VolumeVentricular Function, LeftYoung AdultConceptsSteady-state free precessionGadobenate dimeglumineCine imagesLeft ventricular parametersAdministration of contrast agentContrast agentsLeft ventricular volumeBlood-myocardium contrastEffects of contrast agentsNoncompaction cardiomyopathyVentricular parametersTrabecular musclesVentricular volumeCardiac parametersPre-CASShort axisTime-saving techniqueGadobutrolTrabecular massH groupFree precessionTrabecularEffect of CALVmassCardiomyopathy
2018
Cardiac magnetic resonance based deformation imaging: role of feature tracking in athletes with suspected arrhythmogenic right ventricular cardiomyopathy
Czimbalmos C, Csecs I, Dohy Z, Toth A, Suhai F, Müssigbrodt A, Kiss O, Geller L, Merkely B, Vago H. Cardiac magnetic resonance based deformation imaging: role of feature tracking in athletes with suspected arrhythmogenic right ventricular cardiomyopathy. The International Journal Of Cardiovascular Imaging 2018, 35: 529-538. PMID: 30382474, PMCID: PMC6453871, DOI: 10.1007/s10554-018-1478-y.Peer-Reviewed Original ResearchMeSH KeywordsAdultArrhythmogenic Right Ventricular DysplasiaAthletesCardiomegaly, Exercise-InducedCase-Control StudiesDiagnosis, DifferentialFemaleHeart VentriclesHumansImage Interpretation, Computer-AssistedMagnetic Resonance Imaging, CineMaleMyocardial ContractionPredictive Value of TestsReproducibility of ResultsStroke VolumeVentricular Function, LeftVentricular Function, RightVentricular RemodelingConceptsArrhythmogenic right ventricular cardiomyopathyRV ejection fractionCardiac magnetic resonanceTask Force criteriaRV free wallRight ventricular cardiomyopathyCut-off valueAthlete's heartVentricular cardiomyopathyBalanced steady-state free precession cine imagesRight ventricular (RV) remodelingSuspected arrhythmogenic right ventricular cardiomyopathyDiagnosis of arrhythmogenic right ventricular cardiomyopathySteady-state free precession cine imagesFree wallHealthy athletesRV strain analysisRight ventricular volumesRV dilatationEjection fractionCine imagesVentricular volumeRegional strain analysisTrained athletesMagnetic resonanceLeft and right ventricular parameters corrected with threshold-based quantification method in a normal cohort analyzed by three independent observers with various training-degree
Csecs I, Czimbalmos C, Suhai F, Mikle R, Mirzahosseini A, Dohy Z, Szűcs A, Kiss A, Simor T, Tóth A, Merkely B, Vágó H. Left and right ventricular parameters corrected with threshold-based quantification method in a normal cohort analyzed by three independent observers with various training-degree. The International Journal Of Cardiovascular Imaging 2018, 34: 1127-1133. PMID: 29492774, DOI: 10.1007/s10554-018-1322-4.Peer-Reviewed Original ResearchConceptsCardiac magnetic resonancePapillary musclesInterobserver agreementIndependent observersShort-axis cine imagesCardiac magnetic resonance scansRight ventricular parametersRV ejection fractionRight ventricular functionInvestigate interobserver variabilityGlobal intraclass correlation coefficientAssess LVIntraclass correlation coefficientRV parametersEjection fractionVentricular parametersVentricular functionHealthy volunteersCine imagesLV parametersEnd-diastolicInterobserver variabilityMeasure LVEnd-systoleTB method