2025
The Relationship Between Quantitative Ischemia, Early Revascularization, and Major Adverse Cardiovascular Events A Multicenter Study
Miller R, Bednarski B, Cui Y, Calsavara V, Patel K, Rozanski A, Liang J, Builoff V, Acampa W, Bateman T, Di Carli M, Dorbala S, Einstein A, Fish M, Hauser M, Kaufmann P, Miller E, Ruddy T, Sharir T, Sinusas A, Dey D, Berman D, Slomka P. The Relationship Between Quantitative Ischemia, Early Revascularization, and Major Adverse Cardiovascular Events A Multicenter Study. JACC Advances 2025, 4: 101440. DOI: 10.1016/j.jacadv.2024.101440.Peer-Reviewed Original ResearchMyocardial perfusion imagingEarly revascularizationMyocardial infarctionPerfusion imagingAssociated with reduced riskMedian follow-upImprove patient selectionAssociated with reduced deathSeverity of ischemiaMulticenter registryMale patientsPatient selectionRetrospective analysisFollow-upRandomized trialsRegistry sitesMyocardial ischemiaRevascularizationPatientsIschemiaSurvival analysisAuthors evaluated differencesPropensity scoreRegistryDeath
2023
Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging
Pieszko K, Shanbhag A, Singh A, Hauser M, Miller R, Liang J, Motwani M, Kwieciński J, Sharir T, Einstein A, Fish M, Ruddy T, Kaufmann P, Sinusas A, Miller E, Bateman T, Dorbala S, Di Carli M, Berman D, Dey D, Slomka P. Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging. Npj Digital Medicine 2023, 6: 78. PMID: 37127660, PMCID: PMC10151323, DOI: 10.1038/s41746-023-00806-x.Peer-Reviewed Original ResearchAcute coronary syndromeMajor adverse cardiovascular eventsMyocardial perfusion imagingCause deathAdverse cardiovascular eventsModifiable risk factorsPrediction of deathPersonalized risk assessmentCardiovascular eventsCoronary syndromeClinical featuresPrognostic valueRisk factorsExternal cohortStandard clinical interpretationPerfusion imagingAbnormality measuresCardiac perfusionTime pointsPatients' explanationsClinical interpretationExternal validationDeathPatientsRisk assessment