Short- and Long-Term Statistical Properties of Heartbeat Time-Series in Healthy and Pathological Subjects
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We analize heartbeat time-series corresponding to several groups of individuals (healthy, heart transplanted, with congestive heart failure (CHF), after myocardial infarction (MI), hypertensive), looking for short- and long-time statistical behaviors. In particular we study the persistency patterns of interbeat times and interbeat-time variations. Long-range correlations are revealed using an information-based technique which makes a wise use of the available statistics. The presence of strong long-range time correlations seems to be a general feature for all subjects, with the exception of some CHF individuals. We also show that short time-properties detected in healthy subjects, and seen also in hypertensive and MI patients, and completely absent in the trasplanted, are characterized by a general behavior when we apply a proper coarse-graining procedure for time series analysis.
Conference ISMDA Rome, 10 and 11 OCTOBER 2002. will appear on Lecture Notes on Computer Science
Conference ISMDA Rome, 10 and 11 OCTOBER 2002. will appear on Lecture Notes on Computer Science