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