2022
Integration of coronary artery calcium scoring from CT attenuation scans by machine learning improves prediction of adverse cardiovascular events in patients undergoing SPECT/CT myocardial perfusion imaging
Feher A, Pieszko K, Miller R, Lemley M, Shanbhag A, Huang C, Miras L, Liu YH, Sinusas AJ, Miller EJ, Slomka PJ. Integration of coronary artery calcium scoring from CT attenuation scans by machine learning improves prediction of adverse cardiovascular events in patients undergoing SPECT/CT myocardial perfusion imaging. Journal Of Nuclear Cardiology 2022, 30: 590-603. PMID: 36195826, DOI: 10.1007/s12350-022-03099-x.Peer-Reviewed Original ResearchConceptsMajor adverse cardiovascular eventsMyocardial perfusion imagingAdverse cardiovascular eventsSPECT myocardial perfusion imagingCAC scoringCardiovascular eventsPrediction of MACECoronary artery calcification (CAC) scoringMACE-free survivalClinical risk factorsCoronary artery calciumCT myocardial perfusion imagingReceiver operator characteristic curveSPECT/CT myocardial perfusion imagingSPECT/CTOperator characteristic curveCT myocardial perfusionArtery calciumCAC scoreAnalysis patientsMACE predictionSingle centerHigher event ratesRisk factorsRisk score
2018
Development and Validation of a Clinical Score for Cardiovascular Risk Stratification of Long‐Term Childhood Cancer Survivors
Oikonomou EK, Athanasopoulou SG, Kampaktsis PN, Kokkinidis DG, Papanastasiou CA, Feher A, Steingart RM, Oeffinger KC, Gupta D. Development and Validation of a Clinical Score for Cardiovascular Risk Stratification of Long‐Term Childhood Cancer Survivors. The Oncologist 2018, 23: 965-973. PMID: 29593100, PMCID: PMC6156177, DOI: 10.1634/theoncologist.2017-0502.Peer-Reviewed Original ResearchConceptsLong-term childhood cancer survivorsChildhood cancer survivorsCardiovascular risk stratificationCardiovascular mortalityCancer survivorsRisk scoreCardiovascular riskRisk stratificationRisk of CVMTreatment-related adverse eventsAdverse cardiovascular eventsRisk stratification toolSimple risk scoreCongestive heart failureCumulative incidence rateEnd Results ProgramMedian time periodPopulation-based studyHistory of lymphomaHigh-risk groupLow-risk groupSimple clinical toolHistory of radiationNon-white raceHealth care providers