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Phenotypic Clustering of Left Ventricular Diastolic Function Parameters: Patterns and Prognostic Relevance.

JACC. Cardiovascular imaging 29680357
OBJECTIVES: This study sought to explore the natural clustering of echocardiographic variables used for assessing left ventricular (LV) diastolic dysfunction (DD) in order to isolate high-risk phenotypic patterns and assess their prognostic significa...
Aged Aged, 80 and over Cause of Death Cluster Analysis Diastole Disease Progression Echocardiography, Doppler, Color Echocardiography, Doppler, Pulsed Female Heart Ventricles Hospitalization Humans Image Interpretation, Computer-Assisted Machine Learning Male Middle Aged Pattern Recognition, Automated Phenotype Predictive Value of Tests Progression-Free Survival Retrospective Studies Risk Assessment Risk Factors Ventricular Dysfunction, Left Ventricular Function, Left
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