2022
Deep Learning-Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT.
Shanbhag AD, Miller RJH, Pieszko K, Lemley M, Kavanagh P, Feher A, Miller EJ, Sinusas AJ, Kaufmann PA, Han D, Huang C, Liang JX, Berman DS, Dey D, Slomka PJ. Deep Learning-Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT. Journal Of Nuclear Medicine 2022, 64: 472-478. PMID: 36137759, PMCID: PMC10071806, DOI: 10.2967/jnumed.122.264429.Peer-Reviewed Original ResearchMachine learning to predict abnormal myocardial perfusion from pre-test features
Miller RJH, Hauser MT, Sharir T, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Huang C, Liang JX, Han D, Dey D, Berman DS, Slomka PJ. Machine learning to predict abnormal myocardial perfusion from pre-test features. Journal Of Nuclear Cardiology 2022, 29: 2393-2403. PMID: 35672567, PMCID: PMC9588501, DOI: 10.1007/s12350-022-03012-6.Peer-Reviewed Original ResearchConceptsAbnormal myocardial perfusionAbnormal perfusionMyocardial perfusionDiamond-Forrester modelCAD consortiumConsecutive patientsInternational registryPre-test informationSPECT-MPIClinical informationPhysician's decisionPatientsPerfusionTesting populationExpert visual interpretationRegistryPopulationMethodsWePhysicians
2016
Longitudinal systolic strain, cardiac function improvement, and survival following treatment of light-chain (AL) cardiac amyloidosis
Salinaro F, Meier-Ewert HK, Miller EJ, Pandey S, Sanchorawala V, Berk JL, Seldin DC, Ruberg FL. Longitudinal systolic strain, cardiac function improvement, and survival following treatment of light-chain (AL) cardiac amyloidosis. European Heart Journal - Cardiovascular Imaging 2016, 18: 1057-1064. PMID: 27965280, DOI: 10.1093/ehjci/jew298.Peer-Reviewed Original ResearchMeSH KeywordsAgedAntineoplastic Combined Chemotherapy ProtocolsBiomarkersBortezomibBostonCardiomyopathiesCohort StudiesEchocardiography, Doppler, ColorFemaleFollow-Up StudiesHeart Function TestsHospitals, UniversityHumansImmunoglobulin Light-chain AmyloidosisKaplan-Meier EstimateMaleMelphalanMiddle AgedPrognosisRetrospective StudiesROC CurveSensitivity and SpecificitySurvival AnalysisTreatment OutcomeVentricular Dysfunction, LeftConceptsB-type natriuretic peptideFree light chainsLight-chain cardiac amyloidosisCardiac amyloidosisCardiac biomarkersCR groupGlobal LSHigh-dose melphalanLongitudinal systolic strainSerum free light chainsCardiac functional impairmentCardiac functional improvementStandard echocardiographic measuresCardiac function improvementShort-term improvementBNP reductionComplete responseDiastolic functionEchocardiographic measuresHematologic responseNatriuretic peptideSystolic strainFunctional improvementFunction improvementFunctional impairment