Ibolya Csecs
Clinical FellowAbout
Research
Publications
2026
Coronary calcifications and myocardial flow reserve in heart transplant patients: a longitudinal study
Wright C, Kiage J, Kyriakoulis I, Csecs I, Ahmed A, Tong G, Zeng Y, Liu Y, Bellumkonda L, Kokkinidis D, Sinusas A, Miller E, Feher A. Coronary calcifications and myocardial flow reserve in heart transplant patients: a longitudinal study. European Heart Journal 2026, ehag163. PMID: 41780909, DOI: 10.1093/eurheartj/ehag163.Peer-Reviewed Original ResearchID#: 2211521 Identification of Distinct Cardiac Phenotypes in Autoimmune Rheumatic Disease Patients Using CMR-Based Clustering: Associations with Adverse Outcomes
Csecs I, Tysarowski M, Baig M, Ruiz D, DiGregorio H, Hinchcliff M, Peters D, Baldassarre L, Feher A. ID#: 2211521 Identification of Distinct Cardiac Phenotypes in Autoimmune Rheumatic Disease Patients Using CMR-Based Clustering: Associations with Adverse Outcomes. Journal Of Cardiovascular Magnetic Resonance 2026, 28: 102137. DOI: 10.1016/j.jocmr.2025.102137.Peer-Reviewed Original Research
2025
A Comparative Analysis of CZT SPECT/CT to Conventional SPECT and PET: Implications for Risk Stratification
Ahmed A, Csecs I, Wright C, Kyriakoulis I, Kokkinidis D, Miller E, Feher A. A Comparative Analysis of CZT SPECT/CT to Conventional SPECT and PET: Implications for Risk Stratification. Journal Of Nuclear Cardiology 2025, 102583. PMID: 41325821, DOI: 10.1016/j.nuclcard.2025.102583.Peer-Reviewed Original ResearchA systematic evaluation of open-source large language models for automated extraction of cardiac MRI parameters from unstructured reports
Wahi S, Cross J, Tysarowski M, Csecs I, Baig M, Ruiz D, Feher A, Kwan J. A systematic evaluation of open-source large language models for automated extraction of cardiac MRI parameters from unstructured reports. European Heart Journal 2025, 46 DOI: 10.1093/eurheartj/ehaf784.4499.Peer-Reviewed Original ResearchState-of-the-artPerformance of state-of-the-artData privacy requirementsAutomated extractionAccurate extractionPretraining corpusPrivacy requirementsHuman annotatorsLanguage modelParameter sizeUse-casesDomain expertiseUnstructured reportsComputing capacityImpressive performanceCardiac magnetic resonance imaging parametersCardiac magnetic resonance imagingOpen-sourceTime-consumingManual adjudicationCardiac indexCardiac outputCardiac parametersPerformanceBackground Cardiac magnetic resonance imagingIndividualized care or standardized protocol: should all patients with systemic sclerosis receive cardiac MRI?
Csecs I, Feher A. Individualized care or standardized protocol: should all patients with systemic sclerosis receive cardiac MRI? Rheumatology 2025, 65: keaf531. PMID: 41105207, PMCID: PMC12862381, DOI: 10.1093/rheumatology/keaf531.Peer-Reviewed Original ResearchBlunted hemodynamic response to pharmacological stress is predictive of mortality in liver transplant candidates
Csecs I, Sharma A, Khungar V, Sinusas A, Possick S, Miller E, Feher A. Blunted hemodynamic response to pharmacological stress is predictive of mortality in liver transplant candidates. Journal Of Nuclear Cardiology 2025, 52: 102454. PMID: 40769316, DOI: 10.1016/j.nuclcard.2025.102454.Peer-Reviewed Original ResearchLiver transplant candidatesMELD scoreAssociated with mortalityRetrospective studyCardiovascular comorbiditiesLiver diseaseMedian follow-up periodTransplant candidatesResponse to pharmacological stressSingle-photon Emission Computed TomographyRegadenoson stress testingEnd-stage liver diseaseIncremental prognostic valueNuclear stress testingRetrospective cohort analysisFollow-up periodChronic liver diseaseBody mass indexCoronary artery diseaseHemodynamic responseStress testEmission Computed TomographyDiastolic blood pressurePredictive of mortalityPositron emission tomographyAssessing the Threshold of Coronary Calcification on Attenuation Correction CT Acquired With Nuclear Myocardial Perfusion Imaging Which Equates to Secondary Prevention
Kyriakoulis I, Csecs I, Ahmed A, Wright C, Sinusas A, Miller E, Kokkinidis D, Feher A. Assessing the Threshold of Coronary Calcification on Attenuation Correction CT Acquired With Nuclear Myocardial Perfusion Imaging Which Equates to Secondary Prevention. Journal Of Nuclear Cardiology 2025, 50: 102303. DOI: 10.1016/j.nuclcard.2025.102303.Peer-Reviewed Original ResearchComparison Between Myocardial Scar Detection With Late Gadolinium Enhancement Cardiac Magnetic Resonance Imaging and Nuclear Myocardial Perfusion Imaging
Csecs I, Kyriakoulis I, Ahmed A, Wright C, Kokkinidis D, Sinusas A, Miller E, Feher A. Comparison Between Myocardial Scar Detection With Late Gadolinium Enhancement Cardiac Magnetic Resonance Imaging and Nuclear Myocardial Perfusion Imaging. Journal Of Nuclear Cardiology 2025, 50: 102418. DOI: 10.1016/j.nuclcard.2025.102418.Peer-Reviewed Original ResearchGadolinium enhancement cardiac magnetic resonance imagingLate gadolinium enhancement cardiac magnetic resonance imagingEnhancement cardiac magnetic resonance imagingNuclear myocardial perfusion imagingCardiac magnetic resonance imagingMyocardial perfusion imagingMyocardial scar detectionMagnetic resonance imagingLongitudinal Trends of Coronary Calcifications and Myocardial Flow Reserve in Heart Transplant Recipients
Wright C, Kiage J, Kyriakoulis I, Csecs I, Ahmed A, Liu Y, Bellumkonda L, Kokkinidis D, Sinusas A, Miller E, Feher A. Longitudinal Trends of Coronary Calcifications and Myocardial Flow Reserve in Heart Transplant Recipients. Journal Of Nuclear Cardiology 2025, 50: 102312. DOI: 10.1016/j.nuclcard.2025.102312.Peer-Reviewed Original ResearchLayered but Loaded: Prognostic Implications of Sequential Stress Imagingfor Diagnosing Coronary Artery Disease in Contemporary Practice
Ahmed A, Csecs I, Wright C, Kyriakoulis I, Kokkinidis D, Miller E, Feher A. Layered but Loaded: Prognostic Implications of Sequential Stress Imagingfor Diagnosing Coronary Artery Disease in Contemporary Practice. Journal Of Nuclear Cardiology 2025, 50: 102382. DOI: 10.1016/j.nuclcard.2025.102382.Peer-Reviewed Original Research