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Phenotypic clustering of patients hospitalized in intensive cardiac care units: Insights from the ADDICT-ICCU study
Journal article   Peer reviewed

Phenotypic clustering of patients hospitalized in intensive cardiac care units: Insights from the ADDICT-ICCU study

Kenza Hamzi, Emmanuel Gall, François Roubille, Antonin Trimaille, Meyer Elbaz, Amine El Ouahidi, Nathalie Noirclerc, Damien Fard, Benoit Lattuca, Charles Fauvel, …
Archives of cardiovascular diseases, Vol.117(6-7), pp.392-401
06/2024
PMID: 38834393

Abstract

Acute cardiac event Cardiac intensive care unit Clustering analysis Heart failure Unsupervised machine learning Humans Male Hospital Mortality Non-ST Elevated Myocardial Infarction Prognosis Time Factors Shock, Cardiogenic Prospective Studies Heart Arrest ST Elevation Myocardial Infarction Aged, 80 and over Heart Failure Female Middle Aged Aged Coronary Care Units Risk Factors Phenotype Cluster Analysis Risk Assessment
Intensive cardiac care units (ICCUs) were created to manage ventricular arrhythmias after acute coronary syndromes, but have diversified to include a more heterogeneous population, the characteristics of which are not well depicted by conventional methods.
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