Predicting the risk of mortality and rehospitalization in heart failure patients: A retrospective cohort study by machine learning approach
Ketabi M, Andishgar A, Fereidouni Z, Sani M, Abdollahi A, Vali M, Alkamel A, Tabrizi R. Predicting the risk of mortality and rehospitalization in heart failure patients: A retrospective cohort study by machine learning approach. Clinical Cardiology 2024, 47: e24239. PMID: 38402566, PMCID: PMC10894620, DOI: 10.1002/clc.24239.Peer-Reviewed Original ResearchConceptsFamily history of MIIncreased risk of HF readmissionHeart failureHistory of MIAll-Cause MortalityIndividual risk predictionReadmission of HF patientsRisk of mortalityArea under curveFollow-upRetrospective cohort studyRisk of HF readmissionLength of stayRisk stratification toolCohort studyFamily historyIncreased riskHeart failure patientsRisk predictionStratification toolReadmissionSystolic HFHF readmissionHF patientsHemoglobin levels
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