Risk factors associated with major adverse cardiac and cerebrovascular events following percutaneous coronary intervention: a 10-year follow-up comparing random survival forest and Cox proportional-hazards model.

Journal: BMC cardiovascular disorders

Published Date: Jan 18, 2021

Abstract

BACKGROUND: Due to the limited number of studies with long term follow-up of patients undergoing Percutaneous Coronary Intervention (PCI), we investigated the occurrence of Major Adverse Cardiac and Cerebrovascular Events (MACCE) during 10 years of follow-up after coronary angioplasty using Random Survival Forest (RSF) and Cox proportional hazards models.

Authors

Maryam Farhadian
Sahar Dehdar Karsidani

Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
Azadeh Mozayanimonfared

Department of Cardiology, Medical School, Hamadan University of Medical Sciences, Hamadan, Iran.
Hossein Mahjub

Research Center for Health Sciences and Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.

Keywords

Aged Cerebrovascular Disorders Coronary Artery Disease Decision Support Techniques Female Heart Diseases Humans Iran Machine Learning Male Middle Aged Percutaneous Coronary Intervention Proportional Hazards Models Retrospective Studies Risk Assessment Risk Factors Stents Time Factors Treatment Outcome

External Resources

View on PubMed Access via DOI PubMed (33461487)

Risk factors associated with major adverse cardiac and cerebrovascular events following percutaneous coronary intervention: a 10-year follow-up comparing random survival forest and Cox proportional-hazards model.

Abstract

Authors

Keywords

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