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
2021
180-day readmission risk model for older adults with acute myocardial infarction: the SILVER-AMI study
Dodson JA, Hajduk AM, Murphy TE, Geda M, Krumholz HM, Tsang S, Nanna MG, Tinetti ME, Ouellet G, Sybrant D, Gill TM, Chaudhry SI. 180-day readmission risk model for older adults with acute myocardial infarction: the SILVER-AMI study. Open Heart 2021, 8: e001442. PMID: 33452007, PMCID: PMC7813425, DOI: 10.1136/openhrt-2020-001442.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionReadmission risk modelSelf-reported health statusMyocardial infarctionFunctional mobilityOlder adultsHealth statusDays of AMIFirst diastolic blood pressureChronic obstructive pulmonary diseaseIschemic ECG changesProspective cohort studyDiastolic blood pressureObstructive pulmonary diseaseLength of stayInitial heart rateFinal risk modelSILVER-AMI StudyRisk modelInitial hemoglobinCohort studyReadmission ratesBlood pressureEjection fractionHeart failure