2024
Machine learning prediction of one-year mortality after percutaneous coronary intervention in acute coronary syndrome patients
Hosseini K, Behnoush A, Khalaji A, Etemadi A, Soleimani H, Pasebani Y, Jenab Y, Masoudkabir F, Tajdini M, Mehrani M, Nanna M. Machine learning prediction of one-year mortality after percutaneous coronary intervention in acute coronary syndrome patients. International Journal Of Cardiology 2024, 409: 132191. PMID: 38777044, DOI: 10.1016/j.ijcard.2024.132191.Peer-Reviewed Original ResearchConceptsPercutaneous coronary interventionLogistic regressionPost-PCI mortalityPrediction of one-year mortalityCoronary interventionPrediction of 1-year mortalityBody mass indexAcute coronary syndrome patientsOne-year mortalityIndividual-level assessmentsReceiver operating characteristic curveAcute coronary syndromeCoronary syndrome patientsTehran Heart CenterRates of comorbiditiesMass indexHigher ageSyndrome patientsCoronary syndromeHeart CenterFollow-upLipid profileU-shaped correlationPatientsCharacteristic curve
2023
Trends and Inhospital Outcomes of Intravascular Imaging on Single-Vessel Coronary Chronic Total Occlusion Treated With Percutaneous Coronary Intervention
Park D, Hu J, Kanitsoraphan C, Al-Ogaili A, Murthi M, Vardar U, Ahmad Y, Nanna M, Vij A. Trends and Inhospital Outcomes of Intravascular Imaging on Single-Vessel Coronary Chronic Total Occlusion Treated With Percutaneous Coronary Intervention. The American Journal Of Cardiology 2023, 206: 79-85. PMID: 37683583, PMCID: PMC10901566, DOI: 10.1016/j.amjcard.2023.08.051.Peer-Reviewed Original ResearchPercutaneous coronary interventionChronic total occlusionInhospital mortalityIntravascular ultrasoundOptical coherence tomographyInhospital outcomesIntravascular imagingCoronary interventionTotal occlusionCTO-PCISingle-vessel chronic total occlusionSingle-vessel percutaneous coronary interventionCoronary chronic total occlusionsUse of IVUSLarge national analysisUse of OCTIVUS useOCT useCoherence tomographyLogistic regressionPatientsAbsolute numberCochran-ArmitageMortalityLess increaseTrends and impact of intravascular ultrasound and optical coherence tomography on percutaneous coronary intervention for myocardial infarction
Park D, Vemmou E, An S, Nikolakopoulos I, Regan C, Cambi B, Frampton J, Vij A, Brilakis E, Nanna M. Trends and impact of intravascular ultrasound and optical coherence tomography on percutaneous coronary intervention for myocardial infarction. IJC Heart & Vasculature 2023, 45: 101186. PMID: 36852085, PMCID: PMC9957744, DOI: 10.1016/j.ijcha.2023.101186.Peer-Reviewed Original ResearchIntravascular imaging-guided percutaneous coronary interventionImaging-guided percutaneous coronary interventionPercutaneous coronary interventionOptical coherence tomographyMyocardial infarctionIntravascular ultrasoundCoronary interventionIntravascular imagingIVUS-guided percutaneous coronary interventionCoherence tomographyNumber of PCIsNational Inpatient SampleMultivariable logistic regressionCochran-Armitage trend testIVUS useHospital mortalityClinical outcomesOCT guidanceInpatient SampleImproved outcomesLower oddsLower mortalityLogistic regressionContinuous outcomesOutcomes
2020
Weight change in heart failure inpatients not associated with 30-day readmission
Nanna MG, Sullivan AE, Bazylevska V, Wong R, Murphy TE, Bellumkonda L, McNamara RL. Weight change in heart failure inpatients not associated with 30-day readmission. Future Cardiology 2020, 16: 289-296. PMID: 32286858, PMCID: PMC7607390, DOI: 10.2217/fca-2019-0047.Peer-Reviewed Original ResearchConceptsHF-specific readmissionsHeart failureWeight changeWeight lossHeart failure inpatientsHospital weight lossDecompensated heart failureShort-term readmissionHF inpatientsCause readmissionDischarge weightSingle centerReadmissionLogistic regressionPatientsInpatientsCauseAssociationWeight dataAdmission