Biomedizinische Technik. Biomedical engineering · 2006
Compression entropy contributes to risk stratification in patients with cardiomyopathy.
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Truebner Sandra, Cygankiewicz Iwona, Schroeder Rico, Baumert Mathias, Vallverdú Montserrat, Caminal Pere, Vazquez Rafael, Bayés de Luna Antoni, Voss Andreas
Аннотация
Sudden cardiac death (SCD) is a leading cause of mortality with an incidence of 3 million cases per year worldwide. Therapies for patients who have survived an SCD episode or have a high risk of developing lethal ventricular arrhythmia are well established and depend mainly on risk stratification. In this study we investigated the suitability of the non-linear measure compression entropy (Hc) for improved risk prediction in cardiac patients. We recorded 24-h Holter ECG for 300 patients with congestive heart failure (CHF). During a mean follow-up period of 12 months, 32 patients died due to a cardiac event. Hc depends on the compression parameters window length w and buffer length b, which were optimised by analysing a subgroup of patients. Compression entropies based on the beat-to-beat interval (BBI) were subsequently calculated and compared with standard heartrate variability parameters. Statistical analysis revealed significant differences between high- and low-risk CHF patients in standard HRV measures, as well as compression entropy based on the BBI (cardiac death, p = 0.005; SCD, p = 0.02). In conclusion, the implementation of non-linear compression entropy analysis in multivariate analysis seems to be useful for enhanced risk stratification of cardiac death, especially SCD, in ischaemic cardiomyopathy patients.
Предметные рубрики MeSH
AgedAlgorithmsArrhythmias, CardiacCardiomyopathiesComorbidityDeath, Sudden, CardiacDiagnosis, Computer-AssistedElectrocardiography, AmbulatoryEntropyHeart RateHumansIncidenceMiddle AgedMultivariate AnalysisNonlinear DynamicsReproducibility of ResultsRisk AssessmentRisk FactorsSensitivity and SpecificitySpain