2024
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction
Guo X, Shi L, Chen X, Liu Q, Zhou B, Xie H, Liu Y, Palyo R, Miller E, Sinusas A, Staib L, Spottiswoode B, Liu C, Dvornek N. TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction. Medical Image Analysis 2024, 96: 103190. PMID: 38820677, PMCID: PMC11180595, DOI: 10.1016/j.media.2024.103190.Peer-Reviewed Original ResearchGenerative adversarial networkAdversarial networkMotion estimation accuracyInter-frame motionIntensity-based image registration techniqueAll-to-oneSegmentation masksImage registration techniquesOriginal frameTemporal informationDiagnosis accuracyMyocardial blood flowEstimation accuracyFrame conversionPositron emission tomographyNovel methodImage qualityPET datasetsRegistration techniqueNetworkCardiac positron emission tomographyBlood flowDynamic cardiac positron emission tomographyMotion correctionCoronary artery diseaseImpact of cardiac size on diagnostic performance of single-photon emission computed tomography myocardial perfusion imaging: insights from the REgistry of Fast Myocardial Perfusion Imaging with NExt generation single-photon emission computed tomography
Randazzo M, Elias P, Poterucha T, Sharir T, Fish M, Ruddy T, Kaufmann P, Sinusas A, Miller E, Bateman T, Dorbala S, Di Carli M, Castillo M, Liang J, Miller R, Dey D, Berman D, Slomka P, Einstein A. Impact of cardiac size on diagnostic performance of single-photon emission computed tomography myocardial perfusion imaging: insights from the REgistry of Fast Myocardial Perfusion Imaging with NExt generation single-photon emission computed tomography. European Heart Journal - Cardiovascular Imaging 2024, 25: 996-1006. PMID: 38445511, PMCID: PMC11210974, DOI: 10.1093/ehjci/jeae055.Peer-Reviewed Original ResearchSPECT myocardial perfusion imagingMyocardial perfusion imagingCoronary artery diseaseCardiac sizeDetect obstructive coronary artery diseasePerfusion imagingObstructive coronary artery diseaseDetection of coronary artery diseaseNegative predictive valueLeft ventricular volumeSolid-state scannersSmall cardiac sizeCoronary angiographyMale patientsYounger patientsElderly patientsMale sexDiagnostic performanceVentricular volumeArtery diseaseVisual assessmentPatientsPredictive valueElderly ageSPECTClinical phenotypes among patients with normal cardiac perfusion using unsupervised learning: a retrospective observational study
Miller R, Bednarski B, Pieszko K, Kwiecinski J, Williams M, Shanbhag A, Liang J, Huang C, Sharir T, Hauser M, Dorbala S, Di Carli M, Fish M, Ruddy T, Bateman T, Einstein A, Kaufmann P, Miller E, Sinusas A, Acampa W, Han D, Dey D, Berman D, Slomka P. Clinical phenotypes among patients with normal cardiac perfusion using unsupervised learning: a retrospective observational study. EBioMedicine 2024, 99: 104930. PMID: 38168587, PMCID: PMC10794922, DOI: 10.1016/j.ebiom.2023.104930.Peer-Reviewed Original ResearchMyocardial infarctionMyocardial perfusion imagingBlood InstituteNational HeartPharmacologic stressExternal testing cohortNormal imaging resultsRetrospective observational studyCoronary artery diseasePrevious myocardial infarctionRisk of deathNormal perfusion scanBritish Heart FoundationNational InstituteCluster 4 patientsDistinct phenotypesCardiovascular riskArtery diseaseRisk stratificationPerfusion scanNormal perfusionImaging featuresNormal scansMPI patientsHeart Foundation
2023
Unsupervised learning to characterize patients with known coronary artery disease undergoing myocardial perfusion imaging
Williams M, Bednarski B, Pieszko K, Miller R, Kwiecinski J, Shanbhag A, Liang J, Huang C, Sharir T, Dorbala S, Di Carli M, Einstein A, Sinusas A, Miller E, Bateman T, Fish M, Ruddy T, Acampa W, Hauser M, Kaufmann P, Dey D, Berman D, Slomka P. Unsupervised learning to characterize patients with known coronary artery disease undergoing myocardial perfusion imaging. European Journal Of Nuclear Medicine And Molecular Imaging 2023, 50: 2656-2668. PMID: 37067586, PMCID: PMC10317876, DOI: 10.1007/s00259-023-06218-z.Peer-Reviewed Original ResearchConceptsCoronary artery diseaseMyocardial perfusion imagingCause mortalityTotal perfusion deficitArtery diseaseRisk stratificationPerfusion deficitsHigher body mass indexTomography myocardial perfusion imagingMore diabetes mellitusSPECT myocardial perfusion imagingBetter risk stratificationRisk-stratify patientsBody mass indexREFINE SPECT registrySingle photon emissionDiabetes mellitusMass indexExternal cohortStress imagingMyocardial perfusionPatientsRisk phenotypePerfusion imagingImaging characteristics
2021
Impact of age, sex, and cardiac size on the diagnostic performance of myocardial perfusion single-photon emission computed tomography: insights from the REFINE SPECT registry
Randazzo M, Elias P, Poterucha T, Sharir T, Fish M, Ruddy T, Kaufmann P, Sinusas A, Miller E, Bateman T, Dorbala S, Di Carli M, Berman D, Slomka P, Einstein A. Impact of age, sex, and cardiac size on the diagnostic performance of myocardial perfusion single-photon emission computed tomography: insights from the REFINE SPECT registry. European Heart Journal 2021, 42: ehab724.0254. DOI: 10.1093/eurheartj/ehab724.0254.Peer-Reviewed Original ResearchCoronary artery diseaseElderly patientsImpact of ageSingle photon emissionDiagnostic performanceYounger patientsFemale patientsCardiac sizeSPECT-MPILower EDVCardiac volumesObstructive coronary artery diseasePrediction of CADTomography myocardial perfusion imagingMyocardial perfusion single-photon emissionDiagnostic accuracyPerfusion single-photon emissionCardiac event rateStress total perfusion deficitReceiver-operating characteristic curveInvasive coronary angiographyEnd-diastolic volumeCardiac chamber sizeAlternative diagnostic modalityTotal perfusion deficit
2020
PROGNOSTIC IMPACT OF DIABETES IN PATIENTS WITH OR WITHOUT KNOWN CORONARY ARTERY DISEASE, RESULTS FROM THE REFINE SPECT REGISTRY
Han D, Otaki Y, Tzolos E, Klein E, Gransar H, Sharir T, Einstein A, Fish M, Ruddy T, Kaufmann P, Sinusas A, Miller E, Bateman T, Dorbala S, Di Carli M, Liang J, Dey D, Berman D, Slomka P. PROGNOSTIC IMPACT OF DIABETES IN PATIENTS WITH OR WITHOUT KNOWN CORONARY ARTERY DISEASE, RESULTS FROM THE REFINE SPECT REGISTRY. Journal Of The American College Of Cardiology 2020, 75: 1796. DOI: 10.1016/s0735-1097(20)32423-2.Peer-Reviewed Original Research
2016
MICROVASCULAR ANGINA IN THE ABSENCE OF CORONARY ARTERY DISEASE IS COMMON IN UNDIFFERENTIATED CHEST PAIN PATIENTS IN THE EMERGENCY DEPARTMENT
Safdar B, D’Onofrio G, Dziura J, Russell R, Naftilan M, Johnson C, Sinusas A. MICROVASCULAR ANGINA IN THE ABSENCE OF CORONARY ARTERY DISEASE IS COMMON IN UNDIFFERENTIATED CHEST PAIN PATIENTS IN THE EMERGENCY DEPARTMENT. Journal Of The American College Of Cardiology 2016, 67: 1824. DOI: 10.1016/s0735-1097(16)31825-3.Peer-Reviewed Original Research
2001
Technetium-99m-labeled Myocardial Perfusion Agents: Are They Better than Thallium-201?
Kailasnath P, Sinusas A. Technetium-99m-labeled Myocardial Perfusion Agents: Are They Better than Thallium-201? Cardiology In Review 2001, 9: 160-172. PMID: 11304401, DOI: 10.1097/00045415-200105000-00009.Peer-Reviewed Original ResearchConceptsCoronary artery diseasePerfusion tracerPerfusion agentArtery diseaseMyocardial viabilityThallium-201Perfusion imagingMyocardial perfusion imagingRegional flow heterogeneityPharmacologic stressorChest painMyocardial perfusion agentRisk stratificationAcute assessmentNew perfusion agentTechnetium-99mClinical valueMyocardial uptakeIschemic regionAssessment of viabilityCoronary vasculatureMyocardial flowClearance kineticsMyocardial retentionTracer availability
1998
Exercise testing with myocardial perfusion imaging in patients with normal baseline electrocardiograms: Cost savings with a stepwise diagnostic strategy
Mattera J, Arain S, Sinusas A, Finta L, Wackers F. Exercise testing with myocardial perfusion imaging in patients with normal baseline electrocardiograms: Cost savings with a stepwise diagnostic strategy. Journal Of Nuclear Cardiology 1998, 5: 498-506. PMID: 9796897, DOI: 10.1016/s1071-3581(98)90181-7.Peer-Reviewed Original ResearchConceptsExercise myocardial perfusion imagingCoronary artery diseaseNormal exercise electrocardiogramMyocardial perfusion imagingNormal myocardial perfusion imagingNormal resting electrocardiogramsExercise electrocardiogramExercise testingArtery diseaseIntermediate likelihoodResting electrocardiogramsAbnormal myocardial perfusion imagingDiagnostic strategiesAbnormal exercise electrocardiogramGroup 3 patientsHard cardiac eventsNonfatal myocardial infarctionNormal baseline electrocardiogramSubsequent coronary revascularizationIncremental diagnostic informationDiagnostic testing strategiesCoronary revascularizationCardiac eventsUnstable anginaConsecutive patients
1994
One-year prognosis of patients with normal planar or single-photon emission computed tomographic technetium 99m-labeled sestamibi exercise imaging
Raiker K, Sinusas A, Wackers F, Zaret B. One-year prognosis of patients with normal planar or single-photon emission computed tomographic technetium 99m-labeled sestamibi exercise imaging. Journal Of Nuclear Cardiology 1994, 1: 449-456. PMID: 9420729, DOI: 10.1007/bf02961599.Peer-Reviewed Original ResearchConceptsNondiagnostic exercise electrocardiogramsPositive exercise electrocardiogramExercise electrocardiogramPrognostic significanceSingle photon emissionHigher cardiac event rateCardiac event rateChest pain syndromeNegative exercise electrocardiogramNonfatal myocardial infarctionOne-year prognosisPositive stress electrocardiogramCoronary artery diseaseFavorable prognostic significanceMyocardial perfusion imagingStress perfusion imagesCardiac causesCardiac eventsPain syndromeArtery diseaseConsecutive patientsExercise SPECTMyocardial infarctionFavorable outcomeStress electrocardiogram
1993
Myocardial risk area defined by technetium-99m sestamibi imaging during percutaneous transluminal coronary angioplasty: Comparison with coronary angiography
Haronian H, Remetz M, Sinusas A, Baron J, Miller H, Cleman M, Zaret B, Wackers F. Myocardial risk area defined by technetium-99m sestamibi imaging during percutaneous transluminal coronary angioplasty: Comparison with coronary angiography. Journal Of The American College Of Cardiology 1993, 22: 1033-1043. PMID: 8409038, DOI: 10.1016/0735-1097(93)90413-u.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAngioplasty, Balloon, CoronaryClinical ProtocolsCollateral CirculationCoronary AngiographyCoronary DiseaseEvaluation Studies as TopicFemaleHumansMaleMiddle AgedMyocardial InfarctionObserver VariationPredictive Value of TestsPrognosisReproducibility of ResultsRisk FactorsSeverity of Illness IndexTechnetium Tc 99m SestamibiTomography, Emission-Computed, Single-PhotonConceptsMyocardial risk areaCoronary angiographyCoronary angioplastyQuantitative myocardial perfusionMyocardial perfusionMyocardial areaPercutaneous transluminal coronary angioplastyAngiographic risk scoresSmall risk areasTransluminal coronary angioplastyCoronary artery diseaseCoronary artery stenosisInitial myocardial uptakeAngioplasty balloon inflationArtery diseaseLeft anteriorNonperfused areaArtery stenosisCoronary anatomyCoronary arteryBalloon inflationPatient managementMyocardial uptakeRisk scoreAngioplasty